[ { "name": "gregario/astronomy-oracle", "url": "https://github.com/gregario/astronomy-oracle", "source_host": "github", "category": "Aerospace & Astrodynamics", "description": "Accurate astronomical catalog data and observing session planner. 13,000+ deep-sky objects from OpenNGC with deterministic visibility, rise/transit/set, and alt/az calculations. `npx astronomy-oracle`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/astronomy-oracle", "npm_install": "npx astronomy-oracle" }, { "name": "IO-Aerospace-software-community/mcp-server", "url": "https://github.com/IO-Aerospace-software-engineering/mcp-server", "source_host": "github", "category": "Aerospace & Astrodynamics", "description": "IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.", "languages": [ "csharp" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "1mcp/agent", "url": "https://github.com/1mcp-app/agent", "source_host": "github", "category": "Aggregators", "description": "A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "8randonpickart5/alderpost-mcp", "url": "https://github.com/8randonpickart5/alderpost-mcp", "source_host": "github", "category": "Aggregators", "description": "8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "8randonpickart5/alderpost-mcp", "npm_install": "" }, { "name": "Aganium/agenium", "url": "https://github.com/Aganium/agenium", "source_host": "github", "category": "Aggregators", "description": "Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via `agent://` URIs with mTLS, trust scores, and capability search.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AgentHotspot", "url": "https://github.com/AgentHotspot/agenthotspot-mcp", "source_host": "github", "category": "Aggregators", "description": "Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexanderclapp/clirank-mcp-server", "url": "https://github.com/alexanderclapp/clirank-mcp-server", "source_host": "github", "category": "Aggregators", "description": "API intelligence for AI coding agents. 387 APIs scored on agent-friendliness with tools to recommend, compare, check scores, and discover APIs. Install: `npx clirank-mcp-server`. Web: [clirank.dev](https://clirank.dev).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "alexanderclapp/clirank-mcp-server", "npm_install": "npx clirank-mcp-server" }, { "name": "ariekogan/ateam-mcp", "url": "https://github.com/ariekogan/ateam-mcp", "source_host": "github", "category": "Aggregators", "description": "Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution lifecycle, and connect from any AI environment via stdio or HTTP.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arikusi/deepseek-mcp-server", "url": "https://github.com/arikusi/deepseek-mcp-server", "source_host": "github", "category": "Aggregators", "description": "MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function calling, thinking mode, and cost tracking.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "arikusi/deepseek-mcp-server", "npm_install": "" }, { "name": "askbudi/roundtable", "url": "https://github.com/askbudi/roundtable", "source_host": "github", "category": "Aggregators", "description": "Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "blockrunai/blockrun-mcp", "url": "https://github.com/blockrunai/blockrun-mcp", "source_host": "github", "category": "Aggregators", "description": "Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "codeislaw101/katzilla", "url": "https://github.com/codeislaw101/katzilla", "source_host": "github", "category": "Aggregators", "description": "Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access economic (FRED, BLS), environmental (EPA, NOAA), health (CDC, FDA), weather (NWS), financial (SEC, CFPB), science (NASA, arXiv), and 30+ more categories. Install: `npx @katzilla/mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "codeislaw101/katzilla", "npm_install": "npx @katzilla/mcp" }, { "name": "Data-Everything/mcp-server-templates", "url": "https://github.com/Data-Everything/mcp-server-templates", "source_host": "github", "category": "Aggregators", "description": "One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "depwire/depwire", "url": "https://github.com/depwire/depwire", "source_host": "github", "category": "Aggregators", "description": "Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, JavaScript, Python, Go, Rust, and C. Arc diagram visualization, health scoring, dead code detection, and temporal graph.", "languages": [ "python", "typescript", "go", "rust", "c_cpp" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "depwire/depwire", "npm_install": "" }, { "name": "doggychip/agentforge", "url": "https://github.com/doggychip/agentforge", "source_host": "github", "category": "Aggregators", "description": "Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming, 90% creator revenue share, health monitoring. Self-hostable (MIT).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "doggychip/agentforge", "npm_install": "" }, { "name": "duaraghav8/MCPJungle", "url": "https://github.com/duaraghav8/MCPJungle", "source_host": "github", "category": "Aggregators", "description": "Self-hosted MCP Server registry for enterprise AI Agents", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "edgarriba/prolink", "url": "https://github.com/edgarriba/prolink", "source_host": "github", "category": "Aggregators", "description": "Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "elisymlabs/elisym", "url": "https://github.com/elisymlabs/elisym", "source_host": "github", "category": "Aggregators", "description": "AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). NIP-89 discovery, NIP-90 jobs, NIP-44 v2 encryption, on-chain micropayments.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "elisymlabs/elisym", "npm_install": "" }, { "name": "entire-vc/evc-spark-mcp", "url": "https://github.com/entire-vc/evc-spark-mcp", "source_host": "github", "category": "Aggregators", "description": "Search and discover AI agents, skills, prompts, bundles and MCP connectors from a curated catalog of 4500+ assets.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "entire-vc/evc-spark-mcp", "npm_install": "" }, { "name": "espadaw/Agent47", "url": "https://github.com/espadaw/Agent47", "source_host": "github", "category": "Aggregators", "description": "Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Virtuals, etc).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "glenngillen/mcpmcp-server", "url": "https://github.com/glenngillen/mcpmcp-server", "source_host": "github", "category": "Aggregators", "description": "A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gpu-bridge/mcp-server", "url": "https://github.com/gpu-bridge/mcp-server", "source_host": "github", "category": "Aggregators", "description": "Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whisper, embeddings, reranking, OCR) as MCP tools. Pay-per-use via x402 USDC or API key credits.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gpu-bridge/mcp-server", "npm_install": "" }, { "name": "gzoonet/cortex", "url": "https://github.com/gzoonet/cortex", "source_host": "github", "category": "Aggregators", "description": "Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@gzoonet/gzoo-cortex", "npm_install": "" }, { "name": "hamflx/imagen3-mcp", "url": "https://github.com/hamflx/imagen3-mcp", "source_host": "github", "category": "Aggregators", "description": "A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hashgraph-online/hashnet-mcp-js", "url": "https://github.com/hashgraph-online/hashnet-mcp-js", "source_host": "github", "category": "Aggregators", "description": "MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ikoskela/wisepanel-mcp", "url": "https://github.com/ikoskela/wisepanel-mcp", "source_host": "github", "category": "Aggregators", "description": "Multi-agent deliberation with divergent context enhancement. Roles are dynamically generated to surround the question-space and maximize divergent dialog across ChatGPT, Claude, Gemini, and Perplexity.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ikoskela/wisepanel-mcp", "npm_install": "" }, { "name": "isaac-levine/forage", "url": "https://github.com/isaac-levine/forage", "source_host": "github", "category": "Aggregators", "description": "Self-improving tool discovery for AI agents. Searches registries, installs MCP servers as subprocesses, and persists tool knowledge across sessions — no restarts needed.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-gemini-bridge", "url": "https://github.com/jaspertvdm/mcp-server-gemini-bridge", "source_host": "github", "category": "Aggregators", "description": "Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-ollama-bridge", "url": "https://github.com/jaspertvdm/mcp-server-ollama-bridge", "source_host": "github", "category": "Aggregators", "description": "Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-openai-bridge", "url": "https://github.com/jaspertvdm/mcp-server-openai-bridge", "source_host": "github", "category": "Aggregators", "description": "Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Jovancoding/Network-AI", "url": "https://github.com/Jovancoding/Network-AI", "source_host": "github", "category": "Aggregators", "description": "Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Jovancoding/network-ai", "npm_install": "npx network-ai-server --port 3001" }, { "name": "julien040/anyquery", "url": "https://github.com/julien040/anyquery", "source_host": "github", "category": "Aggregators", "description": "Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "juspay/neurolink", "url": "https://github.com/juspay/neurolink", "source_host": "github", "category": "Aggregators", "description": "Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "K-Dense-AI/claude-skills-mcp", "url": "https://github.com/K-Dense-AI/claude-skills-mcp", "source_host": "github", "category": "Aggregators", "description": "Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "khalidsaidi/ragmap", "url": "https://github.com/khalidsaidi/ragmap", "source_host": "github", "category": "Aggregators", "description": "MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "malamutemayhem/unclick-agent-native-endpoints", "url": "https://github.com/malamutemayhem/unclick-agent-native-endpoints", "source_host": "github", "category": "Aggregators", "description": "110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. `npx @unclick/mcp-server`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "malamutemayhem/unclick-agent-native-endpoints", "npm_install": "npx @unclick/mcp-server" }, { "name": "Markgatcha/universal-mcp-toolkit", "url": "https://github.com/Markgatcha/universal-mcp-toolkit", "source_host": "github", "category": "Aggregators", "description": "A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Markgatcha/universal-mcp-toolkit", "npm_install": "" }, { "name": "MastadoonPrime/sylex-search", "url": "https://github.com/MastadoonPrime/sylex-search", "source_host": "github", "category": "Aggregators", "description": "Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses. `npx sylex-search`", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MastadoonPrime/sylex-search", "npm_install": "npx sylex-search" }, { "name": "merterbak/Grok-MCP", "url": "https://github.com/merterbak/Grok-MCP", "source_host": "github", "category": "Aggregators", "description": "MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "metatool-ai/metatool-app", "url": "https://github.com/metatool-ai/metatool-app", "source_host": "github", "category": "Aggregators", "description": "MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MikkoParkkola/mcp-gateway", "url": "https://github.com/MikkoParkkola/mcp-gateway", "source_host": "github", "category": "Aggregators", "description": "Universal MCP gateway with single-port multiplexing and Meta-MCP. 4 meta-tools replace 100+ registrations, saving 95% context window. Hot-reloadable capabilities, OpenAPI auto-import, 42 starter capabilities (25 zero-config).", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MikkoParkkola/mcp-gateway", "npm_install": "" }, { "name": "mindsdb/mindsdb", "url": "https://github.com/mindsdb/mindsdb", "source_host": "github", "category": "Aggregators", "description": "Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "opentabs-dev/opentabs", "url": "https://github.com/opentabs-dev/opentabs", "source_host": "github", "category": "Aggregators", "description": "Plugin-based MCP server + Chrome extension that gives AI agents access to web applications through the user's authenticated browser session. 100+ plugins with a plugin SDK for building new ones.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "opentabs-dev/opentabs", "npm_install": "" }, { "name": "oxgeneral/agentnet", "url": "https://github.com/oxgeneral/agentnet", "source_host": "github", "category": "Aggregators", "description": "Agent-to-agent referral network where AI agents discover, recommend, and refer users to each other. Features bilateral trust model, credit economy, and 7 MCP tools for agent registration, discovery, and referral tracking.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "particlefuture/MCPDiscovery", "url": "https://github.com/particlefuture/1mcpserver", "source_host": "github", "category": "Aggregators", "description": "MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PipedreamHQ/pipedream", "url": "https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol", "source_host": "github", "category": "Aggregators", "description": "Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "portel-dev/ncp", "url": "https://github.com/portel-dev/ncp", "source_host": "github", "category": "Aggregators", "description": "NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "profullstack/mcp-server", "url": "https://github.com/profullstack/mcp-server", "source_host": "github", "category": "Aggregators", "description": "A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social media posting, security scanning, and more developer utilities.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rhein1/agoragentic-integrations", "url": "https://github.com/rhein1/agoragentic-integrations", "source_host": "github", "category": "Aggregators", "description": "Agent-to-agent marketplace where AI agents discover, invoke, and pay for services from other agents using USDC on Base L2.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@rhein1/agoragentic-integrations", "npm_install": "" }, { "name": "RipperMercs/tensorfeed", "url": "https://github.com/RipperMercs/tensorfeed/tree/main/mcp-server", "source_host": "github", "category": "Aggregators", "description": "Real-time AI industry intelligence MCP server. 6 free tools (AI news, service status, model pricing, today summary, agent activity, MCP registry snapshot) and 13 paid premium tools (routing recommendations, news search, history series, cost projection, provider deep-dive, model comparison, agents directory, what's new brief, MCP registry series, webhook watches with daily/weekly digest tier). Pay-per-call in USDC on Base mainnet, no accounts. `npx -y @tensorfeed/mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "RipperMercs/tensorfeed", "npm_install": "npx -y @tensorfeed/mcp-server" }, { "name": "robhunter/agentdeals", "url": "https://github.com/robhunter/agentdeals", "source_host": "github", "category": "Aggregators", "description": "1,500+ developer infrastructure deals, free tiers, and startup programs across 54 categories. Search deals, compare vendors, plan stacks, and track pricing changes. REST API and web browser at [agentdeals.dev](https://agentdeals.dev).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "robhunter/agentdeals", "npm_install": "" }, { "name": "rplryan/x402-discovery-mcp", "url": "https://github.com/rplryan/x402-discovery-mcp", "source_host": "github", "category": "Aggregators", "description": "Runtime discovery layer for x402-payable APIs. Agents discover and route to pay-per-call x402 endpoints by capability, get quality-ranked results with trust scores (0-100), and pay per query via x402. Includes MCP server, Python SDK, and CLI (npm install -g x402scout).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@rplryan/x402-discovery-mcp", "npm_install": "" }, { "name": "rupinder2/mcp-orchestrator", "url": "https://github.com/rupinder2/mcp-orchestrator", "source_host": "github", "category": "Aggregators", "description": "Central hub that aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sitbon/magg", "url": "https://github.com/sitbon/magg", "source_host": "github", "category": "Aggregators", "description": "essentially giving AI assistants the power to extend their own capabilities on-demand.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "smart-mcp-proxy/mcpproxy-go", "url": "https://github.com/smart-mcp-proxy/mcpproxy-go", "source_host": "github", "category": "Aggregators", "description": "Local MCP proxy with BM25 tool filtering, quarantine security, activity logging, and web UI. Routes multiple servers through a single endpoint.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "smart-mcp-proxy/mcpproxy-go", "npm_install": "" }, { "name": "sonnyflylock/voxie-ai-directory-mcp", "url": "https://github.com/sonnyflylock/voxie-ai-directory-mcp", "source_host": "github", "category": "Aggregators", "description": "AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with instant webchat URLs for free interactions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "supertrained/rhumb", "url": "https://github.com/supertrained/rhumb", "source_host": "github", "category": "Aggregators", "description": "Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: discover services, check AN Scores, compare alternatives, resolve capabilities to ranked providers, execute through 3 credential modes (managed, BYOK, agent vault), track costs with receipts, and inspect failure modes. Zero-signup option via x402 micropayments.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "supertrained/rhumb", "npm_install": "" }, { "name": "SureScaleAI/openai-gpt-image-mcp", "url": "https://github.com/SureScaleAI/openai-gpt-image-mcp", "source_host": "github", "category": "Aggregators", "description": "OpenAI GPT image generation/editing MCP server.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sxhxliang/mcp-access-point", "url": "https://github.com/sxhxliang/mcp-access-point", "source_host": "github", "category": "Aggregators", "description": "Turn a web service into an MCP server in one click without making any code changes.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tadas-github/a2asearch-mcp", "url": "https://github.com/tadas-github/a2asearch-mcp", "source_host": "github", "category": "Aggregators", "description": "MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills. Install: `npx -y a2asearch-mcp`. Ask Claude: \"Find MCP servers for database access\". Free, no auth required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tadas-github/a2asearch-mcp", "npm_install": "npx -y a2asearch-mcp" }, { "name": "TheLunarCompany/lunar#mcpx", "url": "https://github.com/TheLunarCompany/lunar/tree/main/mcpx", "source_host": "github", "category": "Aggregators", "description": "MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thinkchainai/mcpbundles", "url": "https://github.com/thinkchainai/mcpbundles", "source_host": "github", "category": "Aggregators", "description": "MCP Bundles: Create custom bundles of tools and connect providers with OAuth or API keys. Use one MCP server across thousands of integrations, with programmatic tool calling and MCP UI for managing bundles and credentials.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tigranbs/mcgravity", "url": "https://github.com/tigranbs/mcgravity", "source_host": "github", "category": "Aggregators", "description": "A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "toadlyBroodle/satring", "url": "https://github.com/toadlyBroodle/satring/tree/main/mcp", "source_host": "github", "category": "Aggregators", "description": "Discover and compare L402 + x402 paid API services from satring.com, the best curated Lightning and USDC API directory.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "toadlyBroodle/satring", "npm_install": "" }, { "name": "VeriTeknik/pluggedin-mcp-proxy", "url": "https://github.com/VeriTeknik/pluggedin-mcp-proxy", "source_host": "github", "category": "Aggregators", "description": "A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ViperJuice/mcp-gateway", "url": "https://github.com/ViperJuice/mcp-gateway", "source_host": "github", "category": "Aggregators", "description": "A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "WayStation-ai/mcp", "url": "https://github.com/waystation-ai/mcp", "source_host": "github", "category": "Aggregators", "description": "Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wegotdocs/open-mcp", "url": "https://github.com/wegotdocs/open-mcp", "source_host": "github", "category": "Aggregators", "description": "Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "whiteknightonhorse/APIbase", "url": "https://github.com/whiteknightonhorse/APIbase", "source_host": "github", "category": "Aggregators", "description": "Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), prediction markets (Polymarket), crypto, and weather. Pay-per-call via x402 micropayments in USDC.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "whiteknightonhorse/APIbase", "npm_install": "" }, { "name": "Work90210/APIFold", "url": "https://github.com/Work90210/APIFold", "source_host": "github", "category": "Aggregators", "description": "Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Stripe, Slack, OpenAI, Notion, and more) — no setup required, bring your own API key.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Work90210/APIFold", "npm_install": "" }, { "name": "x402-index/x402search-mcp", "url": "https://github.com/x402-index/x402search-mcp", "source_host": "github", "category": "Aggregators", "description": "Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per search via x402 micropayments on Base mainnet — no API keys required. Larger index than any other x402 discovery layer.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "x402-index/x402search-mcp", "npm_install": "" }, { "name": "YangLiangwei/PersonalizationMCP", "url": "https://github.com/YangLiangwei/PersonalizationMCP", "source_host": "github", "category": "Aggregators", "description": "Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "betterhyq/mermaid-grammer-inspector-mcp", "url": "https://github.com/betterhyq/mermaid_grammer_inspector_mcp", "source_host": "github", "category": "Architecture & Design", "description": "A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BV-Venky/excalidraw-architect-mcp", "url": "https://github.com/BV-Venky/excalidraw-architect-mcp", "source_host": "github", "category": "Architecture & Design", "description": "Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing. 50+ technology mappings including databases, message queues, caches, and more. No API keys required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@BV-Venky/excalidraw-architect-mcp", "npm_install": "" }, { "name": "erajasekar/ai-diagram-maker-mcp", "url": "https://github.com/erajasekar/ai-diagram-maker-mcp", "source_host": "github", "category": "Architecture & Design", "description": "MCP server for AI Diagram Maker — generate flowcharts, sequence diagrams, ERDs, system/network architecture, UML, mindmap, and workflow from natural language, code, ASCII, images, or Mermaid. Inline rendering using MCP Apps UI and editable diagram URLs. Requires API key.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "erajasekar/ai-diagram-maker-mcp", "npm_install": "" }, { "name": "flowzap-xyz/flowzap-mcp", "url": "https://github.com/flowzap-xyz/flowzap-mcp", "source_host": "github", "category": "Architecture & Design", "description": "Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 tools for validation, playground URL generation, syntax docs, graph export, artifact parsing, diffing, and patching. No API key required. Install via NPM: `npx -y flowzap-mcp`", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "flowzap-xyz/flowzap-mcp", "npm_install": "npx -y flowzap-mcp" }, { "name": "GittyBurstein/mermaid-mcp-server", "url": "https://github.com/GittyBurstein/mermaid-mcp-server", "source_host": "github", "category": "Architecture & Design", "description": "MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Narasimhaponnada/mermaid-mcp", "url": "https://github.com/Narasimhaponnada/mermaid-mcp", "source_host": "github", "category": "Architecture & Design", "description": "AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rdanieli/tentra-mcp", "url": "https://github.com/rdanieli/tentra-mcp", "source_host": "github", "category": "Architecture & Design", "description": "AI-native architecture platform for engineering teams. Describe a system in natural language (e.g. \"payment service with Stripe, Kafka, PostgreSQL\") → get an interactive typed diagram with 167 cloud components → export to 14 production frameworks (Java Spring Boot, Python FastAPI, Go chi, Rust Axum, .NET, Kotlin Ktor, Ruby Rails, Elixir Phoenix, Docker Compose, Terraform, Mermaid, ADR, and more). Drift detection (`sync_architecture`) scores saved diagrams against live code 0–100 with a structured diff. 9 quality-lint rules catch orphans, SPOFs, god services. Also includes a secondary persistent code-graph layer for AI coding agents (free offline via `npx tentra-mcp --local init`). Agent-as-LLM pattern — zero LLM cost on our side, zero API key on yours. 35 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "rdanieli/tentra-mcp", "npm_install": "npx tentra-mcp --local init" }, { "name": "8enSmith/mcp-open-library", "url": "https://github.com/8enSmith/mcp-open-library", "source_host": "github", "category": "Art & Culture", "description": "A MCP server for the Open Library API that enables AI assistants to search for book information.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "abhiemj/manim-mcp-server", "url": "https://github.com/abhiemj/manim-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "A local MCP server that generates animations using Manim.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AceDataCloud/MCPFlux", "url": "https://github.com/AceDataCloud/FluxMCP", "source_host": "github", "category": "Art & Culture", "description": "Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPFlux", "npm_install": "" }, { "name": "AceDataCloud/MCPNanoBanana", "url": "https://github.com/AceDataCloud/MCPNanoBanana", "source_host": "github", "category": "Art & Culture", "description": "NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPNanoBanana", "npm_install": "" }, { "name": "AceDataCloud/MCPSeedream", "url": "https://github.com/AceDataCloud/SeedreamMCP", "source_host": "github", "category": "Art & Culture", "description": "ByteDance Seedream image generation and editing via Ace Data Cloud API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPSeedream", "npm_install": "" }, { "name": "ahujasid/blender-mcp", "url": "https://github.com/ahujasid/blender-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server for working with Blender", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "albertnahas/icogenie-mcp", "url": "https://github.com/albertnahas/icogenie-mcp", "source_host": "github", "category": "Art & Culture", "description": "AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@albertnahas/icogenie-mcp", "npm_install": "" }, { "name": "aliafsahnoudeh/shahnameh-mcp-server", "url": "https://github.com/aliafsahnoudeh/shahnameh-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arikusi/nakkas", "url": "https://github.com/arikusi/nakkas", "source_host": "github", "category": "Art & Culture", "description": "MCP server that turns AI into an SVG artist. One rendering engine with JSON config, AI controls all design parameters. CSS @keyframes + SMIL animations, 16+ element types, parametric curves, filters, gradients, PNG preview.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "arikusi/nakkas", "npm_install": "" }, { "name": "asmith26/jupytercad-mcp", "url": "https://github.com/asmith26/jupytercad-mcp", "source_host": "github", "category": "Art & Culture", "description": "An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "attalla1/photopea-mcp-server", "url": "https://github.com/attalla1/photopea-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "AI-powered image editing through Photopea with 34 tools for documents, layers, text, shapes, filters, effects, and export. `npx photopea-mcp-server`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "attalla1/photopea-mcp-server", "npm_install": "npx photopea-mcp-server" }, { "name": "austenstone/myinstants-mcp", "url": "https://github.com/austenstone/myinstants-mcp", "source_host": "github", "category": "Art & Culture", "description": "A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp`", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "npx myinstants-mcp" }, { "name": "burningion/video-editing-mcp", "url": "https://github.com/burningion/video-editing-mcp", "source_host": "github", "category": "Art & Culture", "description": "Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cantian-ai/bazi-mcp", "url": "https://github.com/cantian-ai/bazi-mcp", "source_host": "github", "category": "Art & Culture", "description": "Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cfpramod/open-museum-mcp", "url": "https://github.com/cfpramod/open-museum-mcp", "source_host": "github", "category": "Art & Culture", "description": "Federated, license-verified search across The Met, Cleveland, AIC, Wikimedia Commons, and Europeana. Strict-default-deny rights gate accepts only CC0 / Public Domain Mark. Tools: search, get, cite (full / caption / short), dynasty/region discovery. `npx -y open-museum-mcp`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "cfpramod/open-museum-mcp", "npm_install": "npx -y open-museum-mcp" }, { "name": "Cifero74/mcp-apple-music", "url": "https://github.com/Cifero74/mcp-apple-music", "source_host": "github", "category": "Art & Culture", "description": "32 creative AI tools (18 free) for autonomous agents: image generation (SD 3.5), ESRGAN upscaling, background removal, product mockups, CMYK conversion, print-ready PDF, SVG vectorization, invisible watermarking, AI metadata enrichment, provenance, Arweave storage, NFT minting, and 53K+ museum artworks. Pay per call via x402/Stripe/GCX.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Cifero74/mcp-apple-music", "npm_install": "" }, { "name": "ConstantineB6/comfy-pilot", "url": "https://github.com/ConstantineB6/comfy-pilot", "source_host": "github", "category": "Art & Culture", "description": "MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cswkim/discogs-mcp-server", "url": "https://github.com/cswkim/discogs-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "MCP server to interact with the Discogs API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "diivi/aseprite-mcp", "url": "https://github.com/diivi/aseprite-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server using the Aseprite API to create pixel art", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "djalal/quran-mcp-server", "url": "https://github.com/djalal/quran-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "doctorm333/promptpilot-mcp-server", "url": "https://github.com/doctorm333/promptpilot-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen 4, Grok, Seedance, ElevenLabs). Prompt builder with styles, lighting, camera, mood presets. Batch generation support.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "doctorm333/promptpilot-mcp-server", "npm_install": "" }, { "name": "drakonkat/wizzy-mcp-tmdb", "url": "https://github.com/drakonkat/wizzy-mcp-tmdb", "source_host": "github", "category": "Art & Culture", "description": "A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gavxm/ani-mcp", "url": "https://github.com/gavxm/ani-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gavxm/ani-mcp", "npm_install": "" }, { "name": "GenWaveLLC/svgmaker-mcp", "url": "https://github.com/GenWaveLLC/svgmaker-mcp", "source_host": "github", "category": "Art & Culture", "description": "Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gupta-kush/spotify-mcp", "url": "https://github.com/gupta-kush/spotify-mcp", "source_host": "github", "category": "Art & Culture", "description": "93-tool Spotify server with smart shuffle, natural language song search, vibe analysis, artist network mapping, taste evolution, and playlist power tools. Works after Spotify's Feb 2026 API changes.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jau123/MeiGen-AI-Design-MCP", "url": "https://github.com/jau123/MeiGen-AI-Design-MCP", "source_host": "github", "category": "Art & Culture", "description": "AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-provider routing (local ComfyUI, MeiGen Cloud, OpenAI-compatible APIs).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@jau123/mei-gen-ai-design-mcp", "npm_install": "" }, { "name": "khglynn/spotify-bulk-actions-mcp", "url": "https://github.com/khglynn/spotify-bulk-actions-mcp", "source_host": "github", "category": "Art & Culture", "description": "Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "leonardoca1/aesthetics-wiki-mcp", "url": "https://github.com/leonardoca1/aesthetics-wiki-mcp", "source_host": "github", "category": "Art & Culture", "description": "Search, read, and discover thousands of visual aesthetics (cottagecore, dark academia, y2k, goblincore, and many more) from the [Aesthetics Wiki](https://aesthetics.fandom.com). Great for moodboards, brand direction, and creative inspiration. `uvx aesthetics-wiki-mcp`", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "leonardoca1/aesthetics-wiki-mcp", "npm_install": "" }, { "name": "mikan-atomoki/text-to-model", "url": "https://github.com/mikan-atomoki/text-to-model", "source_host": "github", "category": "Art & Culture", "description": "Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikan-atomoki/text-to-model", "npm_install": "" }, { "name": "mikechao/metmuseum-mcp", "url": "https://github.com/mikechao/metmuseum-mcp", "source_host": "github", "category": "Art & Culture", "description": "Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "molanojustin/smithsonian-mcp", "url": "https://github.com/molanojustin/smithsonian-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "OctoEverywhere/mcp", "url": "https://github.com/OctoEverywhere/mcp", "source_host": "github", "category": "Art & Culture", "description": "A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.", "languages": [ "csharp" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "omni-mcp/isaac-sim-mcp", "url": "https://github.com/omni-mcp/isaac-sim-mcp", "source_host": "github", "category": "Art & Culture", "description": "A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PatrickPalmer/MayaMCP", "url": "https://github.com/PatrickPalmer/MayaMCP", "source_host": "github", "category": "Art & Culture", "description": "MCP server for Autodesk Maya", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "peek-travel/mcp-intro", "url": "https://github.com/peek-travel/mcp-intro", "source_host": "github", "category": "Art & Culture", "description": "Remote MCP Server for discovering and planning experiences, at home and on vacation", "languages": [], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "r-huijts/oorlogsbronnen-mcp", "url": "https://github.com/r-huijts/oorlogsbronnen-mcp", "source_host": "github", "category": "Art & Culture", "description": "Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "r-huijts/rijksmuseum-mcp", "url": "https://github.com/r-huijts/rijksmuseum-mcp", "source_host": "github", "category": "Art & Culture", "description": "Rijksmuseum API integration for artwork search, details, and collections", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "raveenb/fal-mcp-server", "url": "https://github.com/raveenb/fal-mcp-server", "source_host": "github", "category": "Art & Culture", "description": "Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "samuelgursky/davinci-resolve-mcp", "url": "https://github.com/samuelgursky/davinci-resolve-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shunshi-ai/bazi-reader-mcp", "url": "https://github.com/shunshi-ai/bazi-reader-mcp", "source_host": "github", "category": "Art & Culture", "description": "Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "shunshi-ai/bazi-reader-mcp", "npm_install": "npx shunshi-bazi-mcp" }, { "name": "tasopen/mcp-alphabanana", "url": "https://github.com/tasopen/mcp-alphabanana", "source_host": "github", "category": "Art & Culture", "description": "Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@tasopen/mcp-alphabanana", "npm_install": "" }, { "name": "TwelveTake-Studios/reaper-mcp", "url": "https://github.com/TwelveTake-Studios/reaper-mcp", "source_host": "github", "category": "Art & Culture", "description": "MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yuna0x0/anilist-mcp", "url": "https://github.com/yuna0x0/anilist-mcp", "source_host": "github", "category": "Art & Culture", "description": "A MCP server integrating AniList API for anime and manga information", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yuvalsuede/agent-media", "url": "https://github.com/yuvalsuede/agent-media", "source_host": "github", "category": "Art & Culture", "description": "CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generating, managing, and browsing media.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ammawla/encode-toolkit", "url": "https://github.com/ammawla/encode-toolkit", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments.", "languages": [], "scopes": [], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ammawla/encode-toolkit", "npm_install": "" }, { "name": "cafferychen777/ChatSpatial", "url": "https://github.com/cafferychen777/ChatSpatial", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dnaerys/onekgpd-mcp", "url": "https://github.com/dnaerys/onekgpd-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "", "languages": [ "java" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fulcradynamics/fulcra-context-mcp", "url": "https://github.com/fulcradynamics/fulcra-context-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "fulcradynamics/fulcra-context-mcp", "npm_install": "" }, { "name": "genomoncology/biomcp", "url": "https://github.com/genomoncology/biomcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HelixGenomics/Genomic-Agent-Discovery", "url": "https://github.com/HelixGenomics/Genomic-Agent-Discovery", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC, AlphaMissense, and more) and coordinate findings through shared MCP tools. Privacy-first, runs locally.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "HelixGenomics/Genomic-Agent-Discovery", "npm_install": "" }, { "name": "hlydecker/ucsc-genome-mcp", "url": "https://github.com/hlydecker/ucsc-genome-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JamesANZ/medical-mcp", "url": "https://github.com/JamesANZ/medical-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "longevity-genie/biothings-mcp", "url": "https://github.com/longevity-genie/biothings-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "longevity-genie/gget-mcp", "url": "https://github.com/longevity-genie/gget-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "longevity-genie/opengenes-mcp", "url": "https://github.com/longevity-genie/opengenes-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server for a queryable database for aging and longevity research from the OpenGenes project.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "longevity-genie/synergy-age-mcp", "url": "https://github.com/longevity-genie/synergy-age-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MyMedi-AI/mymedi-ai-mcp-server", "url": "https://github.com/MyMedi-AI/mymedi-ai-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Healthcare billing AI for agents: ICD-10/CPT/HCPCS code lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, medical NER, claims validation, denial-risk scoring, HIPAA compliance auditing, and NPI/drug enrichment. 20 tools, 10 free credits then pay-per-call via credits or anonymous USDC (x402). `npx @mymedi-ai/mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "OFODevelopment/mymedi-ai-mcp-server", "npm_install": "npx @mymedi-ai/mcp-server" }, { "name": "neptun2000/heor-agent-mcp", "url": "https://github.com/neptun2000/heor-agent-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources (PubMed, NICE, CADTH, ICER, etc.), cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for pharmaceutical and biotech teams.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "neptun2000/heor-agent-mcp", "npm_install": "" }, { "name": "NyxToolsDev/dicom-hl7-mcp-server", "url": "https://github.com/NyxToolsDev/dicom-hl7-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "The only MCP server bridging DICOM, HL7v2, and FHIR in one package. Cross-standard mapping, Mirth Connect channel generation, vendor private tag decoding (GE, Siemens, Philips), and integration pattern knowledge. Built by a 19-year healthcare IT veteran. `pip install dicom-hl7-mcp`", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "NyxToolsDev/dicom-hl7-mcp-server", "npm_install": "" }, { "name": "OHNLP/omop_mcp", "url": "https://github.com/OHNLP/omop_mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pkotecha-eng/aria-mcp-server", "url": "https://github.com/pkotecha-eng/aria-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pkotecha-eng/aria-mcp-server", "npm_install": "" }, { "name": "tatsuju/opdstar-nhi-mcp", "url": "https://github.com/tatsuju/opdstar-nhi-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Taiwan's first public MCP server for National Health Insurance (NHI) data — 234 rejection codes, 1,497 ICD-10→procedure mappings across 20 specialties, audit indicators (008/014/027/P043), and semantic wiki search over 8,232 chunks of official NHI documentation. Powered by [OPDSTAR](https://opdstar.com). Install: `npx @opdstar/nhi-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tatsuju/opdstar-nhi-mcp", "npm_install": "npx @opdstar/nhi-mcp" }, { "name": "the-momentum/apple-health-mcp-server", "url": "https://github.com/the-momentum/apple-health-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "An MCP server that provides access to exported data from Apple Health. Data analytics included.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "the-momentum/fhir-mcp-server", "url": "https://github.com/the-momentum/fhir-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thelongevityvault/decoder-3am-mcp", "url": "https://github.com/thelongevityvault/decoder-3am-mcp", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions, with tracked links to the full interactive 3AM Decoder.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "thelongevityvault/decoder-3am-mcp", "npm_install": "" }, { "name": "wso2/fhir-mcp-server", "url": "https://github.com/wso2/fhir-mcp-server", "source_host": "github", "category": "Biology Medicine and Bioinformatics", "description": "Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "34892002/bilibili-mcp-js", "url": "https://github.com/34892002/bilibili-mcp-js", "source_host": "github", "category": "Browser Automation", "description": "A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "achiya-automation/safari-mcp", "url": "https://github.com/achiya-automation/safari-mcp", "source_host": "github", "category": "Browser Automation", "description": "Native Safari browser automation for AI agents with 80+ tools. No Chrome dependency, optimized for Apple Silicon with 60% less CPU overhead.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "achiya-automation/safari-mcp", "npm_install": "" }, { "name": "agent-infra/mcp-server-browser", "url": "https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser", "source_host": "github", "category": "Browser Automation", "description": "Browser automation capabilities using Puppeteer, both support local and remote browser connection.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aparajithn/agent-scraper-mcp", "url": "https://github.com/aparajithn/agent-scraper-mcp", "source_host": "github", "category": "Browser Automation", "description": "Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@aparajithn/agent-scraper-mcp", "npm_install": "" }, { "name": "apireno/DOMShell", "url": "https://github.com/apireno/DOMShell", "source_host": "github", "category": "Browser Automation", "description": "Browse the web using filesystem commands (ls, cd, grep, click). 38 MCP tools map Chrome's Accessibility Tree to a virtual filesystem via a Chrome Extension.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@apireno/domshell", "npm_install": "" }, { "name": "automatalabs/mcp-server-playwright", "url": "https://github.com/Automata-Labs-team/MCP-Server-Playwright", "source_host": "github", "category": "Browser Automation", "description": "An MCP server for browser automation using Playwright", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BB-fat/browser-use-rs", "url": "https://github.com/BB-fat/browser-use-rs", "source_host": "github", "category": "Browser Automation", "description": "", "languages": [ "rust" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bch1212/agentfetch-mcp", "url": "https://github.com/bch1212/agentfetch-mcp", "source_host": "github", "category": "Browser Automation", "description": "Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina Reader, FireCrawl, and pypdf based on URL pattern. `estimate_tokens` before `fetch_url`, 6h Redis cache, server-side `max_tokens` truncation. Open source MCP server (MIT) plus hosted REST API at [agentfetch.dev](https://www.agentfetch.dev) — 500 free fetches/mo, no card.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "bch1212/agentfetch-mcp", "npm_install": "" }, { "name": "bighippoman/intercept-mcp", "url": "https://github.com/bighippoman/intercept-mcp", "source_host": "github", "category": "Browser Automation", "description": "Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bighippoman/intercept-mcp", "npm_install": "" }, { "name": "blackwhite084/playwright-plus-python-mcp", "url": "https://github.com/blackwhite084/playwright-plus-python-mcp", "source_host": "github", "category": "Browser Automation", "description": "An MCP python server using Playwright for browser automation,more suitable for llm", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "browserbase/mcp-server-browserbase", "url": "https://github.com/browserbase/mcp-server-browserbase", "source_host": "github", "category": "Browser Automation", "description": "Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "browsermcp/mcp", "url": "https://github.com/browsermcp/mcp", "source_host": "github", "category": "Browser Automation", "description": "Automate your local Chrome browser", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "brutalzinn/simple-mcp-selenium", "url": "https://github.com/brutalzinn/simple-mcp-selenium", "source_host": "github", "category": "Browser Automation", "description": "An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "co-browser/browser-use-mcp-server", "url": "https://github.com/co-browser/browser-use-mcp-server", "source_host": "github", "category": "Browser Automation", "description": "browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "copperline-labs/rendex-mcp", "url": "https://github.com/copperline-labs/rendex-mcp", "source_host": "github", "category": "Browser Automation", "description": "Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "copperline-labs/rendex-mcp", "npm_install": "" }, { "name": "Custodia-Admin/pagebolt-mcp", "url": "https://github.com/Custodia-Admin/pagebolt-mcp", "source_host": "github", "category": "Browser Automation", "description": "MCP server for screenshots, PDFs, OG images, and narrated video recording from Claude Desktop, Cursor, and Windsurf.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Custodia-Admin/pagebolt-mcp", "npm_install": "" }, { "name": "eat-pray-ai/yutu", "url": "https://github.com/eat-pray-ai/yutu", "source_host": "github", "category": "Browser Automation", "description": "A fully functional MCP server and CLI for YouTube to automate YouTube operation", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "executeautomation/playwright-mcp-server", "url": "https://github.com/executeautomation/mcp-playwright", "source_host": "github", "category": "Browser Automation", "description": "An MCP server using Playwright for browser automation and webscrapping", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "eyalzh/browser-control-mcp", "url": "https://github.com/eyalzh/browser-control-mcp", "source_host": "github", "category": "Browser Automation", "description": "An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fradser/mcp-server-apple-reminders", "url": "https://github.com/FradSer/mcp-server-apple-reminders", "source_host": "github", "category": "Browser Automation", "description": "An MCP server for interacting with Apple Reminders on macOS", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "freema/firefox-devtools-mcp", "url": "https://github.com/freema/firefox-devtools-mcp", "source_host": "github", "category": "Browser Automation", "description": "Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "getrupt/ashra-mcp", "url": "https://github.com/getrupt/ashra-mcp", "source_host": "github", "category": "Browser Automation", "description": "Extract structured data from any website. Just prompt and get JSON.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hanzili/comet-mcp", "url": "https://github.com/hanzili/comet-mcp", "source_host": "github", "category": "Browser Automation", "description": "Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imprvhub/mcp-browser-agent", "url": "https://github.com/imprvhub/mcp-browser-agent", "source_host": "github", "category": "Browser Automation", "description": "A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "junipr-labs/mcp-server", "url": "https://github.com/junipr-labs/mcp-server", "source_host": "github", "category": "Browser Automation", "description": "Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for news, social media, SERP, pricing, and more. Free tier included.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "junipr-labs/mcp-server", "npm_install": "" }, { "name": "kimtaeyoon83/mcp-server-youtube-transcript", "url": "https://github.com/kimtaeyoon83/mcp-server-youtube-transcript", "source_host": "github", "category": "Browser Automation", "description": "Fetch YouTube subtitles and transcripts for AI analysis", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kimtth/mcp-aoai-web-browsing", "url": "https://github.com/kimtth/mcp-aoai-web-browsing", "source_host": "github", "category": "Browser Automation", "description": "A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KuvopLLC/purroxy2", "url": "https://github.com/KuvopLLC/purroxy2", "source_host": "github", "category": "Browser Automation", "description": "Record what you do on any website and securely automate it forever. Replays browser actions in headless Playwright with encrypted credentials and AI-powered selector healing.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "KuvopLLC/purroxy2", "npm_install": "" }, { "name": "LarryWalkerDEV/mcp-immostage", "url": "https://github.com/LarryWalkerDEV/mcp-immostage", "source_host": "github", "category": "Browser Automation", "description": "AI virtual staging for real estate. Stage empty rooms, beautify floor plans into 3D renders, classify room images, generate property descriptions, and get style recommendations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LeonTing1010/tap", "url": "https://github.com/LeonTing1010/tap", "source_host": "github", "category": "Browser Automation", "description": "MCP server that compiles AI browser automation into deterministic `.tap.json` plans (25-op closed union, zero runtime LLM), runs on your logged-in Chrome, and detects drift via semantic fingerprint diff when sites change. 65+ open community taps on 40+ sites.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "LeonTing1010/tap", "npm_install": "" }, { "name": "lightpanda-io/gomcp", "url": "https://github.com/lightpanda-io/gomcp", "source_host": "github", "category": "Browser Automation", "description": "An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LvcidPsyche/auto-browser", "url": "https://github.com/LvcidPsyche/auto-browser", "source_host": "github", "category": "Browser Automation", "description": "Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "LvcidPsyche/auto-browser", "npm_install": "" }, { "name": "markmircea/Selenix-MCP-Server", "url": "https://github.com/markmircea/Selenix-MCP-Server", "source_host": "github", "category": "Browser Automation", "description": "MCP server bridging Claude Desktop with Selenix for browser automation and testing. Create, run, debug, and manage browser tests through natural language.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "markmircea/Selenix-MCP-Server", "npm_install": "" }, { "name": "Metadrama/obscura-mcp", "url": "https://github.com/Metadrama/obscura-mcp", "source_host": "github", "category": "Browser Automation", "description": "MCP server adapter for the lightweight Rust headless browser Obscura — high-performance web scraping with anti-detection. Perfect for AI agent automation. Server can run [locally](https://github.com/Metadrama/obscura-mcp) or as [hosted endpoint](https://glama.ai/mcp/connectors).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Metadrama/obscura-mcp", "npm_install": "" }, { "name": "microsoft/playwright-mcp", "url": "https://github.com/microsoft/playwright-mcp", "source_host": "github", "category": "Browser Automation", "description": "Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-puppeteer", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/puppeteer", "source_host": "github", "category": "Browser Automation", "description": "Browser automation for web scraping and interaction", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ndthanhdev/mcp-browser-kit", "url": "https://github.com/ndthanhdev/mcp-browser-kit", "source_host": "github", "category": "Browser Automation", "description": "An MCP Server that enables AI assistants to interact with your local browsers.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nnemirovsky/iwdp-mcp", "url": "https://github.com/nnemirovsky/iwdp-mcp", "source_host": "github", "category": "Browser Automation", "description": "iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit Inspector Protocol support (DOM, CSS, Network, Storage, Debugger, and more)", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nnemirovsky/iwdp-mcp", "npm_install": "" }, { "name": "ofershap/real-browser-mcp", "url": "https://github.com/ofershap/real-browser-mcp", "source_host": "github", "category": "Browser Automation", "description": "MCP server + Chrome extension that gives AI agents control of the user's real browser with existing sessions, logins, and cookies. No headless browser, no re-authentication.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/real-browser-mcp", "npm_install": "" }, { "name": "olostep/olostep-mcp-server", "url": "https://github.com/olostep/olostep-mcp-server", "source_host": "github", "category": "Browser Automation", "description": "Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch process 10k URLs, and get AI-powered answers with citations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "operative_sh/web-eval-agent", "url": "https://github.com/Operative-Sh/web-eval-agent", "source_host": "github", "category": "Browser Automation", "description": "An MCP Server that autonomously debugs web applications with browser-use browser agents", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Pantheon-Security/chrome-mcp-secure", "url": "https://github.com/Pantheon-Security/chrome-mcp-secure", "source_host": "github", "category": "Browser Automation", "description": "Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PhungXuanAnh/selenium-mcp-server", "url": "https://github.com/PhungXuanAnh/selenium-mcp-server", "source_host": "github", "category": "Browser Automation", "description": "A Model Context Protocol server providing web automation capabilities through Selenium WebDriver", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PrinceGabriel-lgtm/freshcontext-mcp", "url": "https://github.com/PrinceGabriel-lgtm/freshcontext-mcp", "source_host": "github", "category": "Browser Automation", "description": "Real-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how old it is.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PrinceGabriel-lgtm/freshcontext-mcp", "npm_install": "" }, { "name": "pskill9/web-search", "url": "https://github.com/pskill9/web-search", "source_host": "github", "category": "Browser Automation", "description": "An MCP server that enables free web searching using Google search results, with no API keys required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "realwigu/mcp-doctor", "url": "https://github.com/realwigu/mcp-doctor", "source_host": "github", "category": "Browser Automation", "description": "Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, Cursor, VS Code, Windsurf, and Claude Desktop, then tests connections via JSON-RPC handshake, audits security issues, and benchmarks latency. Also runs as an MCP server itself.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "realwigu/mcp-doctor", "npm_install": "" }, { "name": "recursechat/mcp-server-apple-shortcuts", "url": "https://github.com/recursechat/mcp-server-apple-shortcuts", "source_host": "github", "category": "Browser Automation", "description": "An MCP Server Integration with Apple Shortcuts", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Retio-ai/pagemap", "url": "https://github.com/Retio-ai/Retio-pagemap", "source_host": "github", "category": "Browser Automation", "description": "Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "samson-art/transcriptor-mcp", "url": "https://github.com/samson-art/transcriptor-mcp", "source_host": "github", "category": "Browser Automation", "description": "Transcriptor MCP is your choice when you need transcripts and metadata for AI, summarization, or content analysis", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "samson-art/transcriptor-mcp", "npm_install": "" }, { "name": "serkan-ozal/browser-devtools-mcp", "url": "https://github.com/serkan-ozal/browser-devtools-mcp", "source_host": "github", "category": "Browser Automation", "description": "An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/pageshot-api", "url": "https://github.com/softvoyagers/pageshot-api", "source_host": "github", "category": "Browser Automation", "description": "Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "User0856/snaprender-mcp", "url": "https://github.com/User0856/snaprender-integrations/tree/main/mcp-server", "source_host": "github", "category": "Browser Automation", "description": "Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@User0856/snaprender-mcp", "npm_install": "" }, { "name": "webdriverio/mcp", "url": "https://github.com/webdriverio/mcp", "source_host": "github", "category": "Browser Automation", "description": "Browser and mobile app automation using WebdriverIO, enabling AI agents to control browsers, interact with web elements, and automate native Android and iOS apps via the WebDriver and Appium protocols.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "webdriverio/mcp", "npm_install": "" }, { "name": "xspadex/bilibili-mcp", "url": "https://github.com/xspadex/bilibili-mcp.git", "source_host": "github", "category": "Browser Automation", "description": "A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ymw0407/auth-fetch-mcp", "url": "https://github.com/ymw0407/auth-fetch-mcp", "source_host": "github", "category": "Browser Automation", "description": "Fetch content from login-protected web pages (Notion, Google Docs, Jira, Confluence, etc.) by opening a real browser for authentication with persistent session caching.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ymw0407/auth-fetch-mcp", "npm_install": "" }, { "name": "4everland/4everland-hosting-mcp", "url": "https://github.com/4everland/4everland-hosting-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aashari/mcp-server-aws-sso", "url": "https://github.com/aashari/mcp-server-aws-sso", "source_host": "github", "category": "Cloud Platforms", "description": "AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexbakers/mcp-ipfs", "url": "https://github.com/alexbakers/mcp-ipfs", "source_host": "github", "category": "Cloud Platforms", "description": "upload and manipulation of IPFS storage", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexei-led/aws-mcp-server", "url": "https://github.com/alexei-led/aws-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexei-led/k8s-mcp-server", "url": "https://github.com/alexei-led/k8s-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexpota/cloudscope-mcp", "url": "https://github.com/alexpota/cloudscope-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Azure cloud cost management — spending analysis, forecasts, anomaly detection, budgets, optimization recommendations, idle resource detection, tag-based cost allocation, and cross-subscription queries through natural language.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "alexpota/cloudscope-mcp", "npm_install": "" }, { "name": "aliyun/alibaba-cloud-ops-mcp-server", "url": "https://github.com/aliyun/alibaba-cloud-ops-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "antonio-mello-ai/mcp-pfsense", "url": "https://github.com/antonio-mello-ai/mcp-pfsense", "source_host": "github", "category": "Cloud Platforms", "description": "Manage pfSense firewalls through AI assistants — firewall rules, DHCP leases/reservations, DNS overrides, gateway monitoring, ARP table, and service management. 17 tools with two-step confirmation for destructive operations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "antonio-mello-ai/mcp-pfsense", "npm_install": "" }, { "name": "antonio-mello-ai/mcp-proxmox", "url": "https://github.com/antonio-mello-ai/mcp-proxmox", "source_host": "github", "category": "Cloud Platforms", "description": "Manage Proxmox VE clusters through AI assistants — VMs, containers, snapshots, templates, cloud-init, firewall, and migrations. 29 tools with two-step confirmation for destructive operations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "antonio-mello-ai/mcp-proxmox", "npm_install": "" }, { "name": "aparajithn/agent-deploy-dashboard-mcp", "url": "https://github.com/aparajithn/agent-deploy-dashboard-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly.io. 9 tools for deploy status, logs, environment variables, rollback, and health checks across all platforms. Free tier with x402 micropayments.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@aparajithn/agent-deploy-dashbaord", "npm_install": "" }, { "name": "arnstarn/mcp-server-spotinst", "url": "https://github.com/arnstarn/mcp-server-spotinst", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters, VNGs, Elastigroups, costs, right-sizing, and logs across AWS and Azure with multi-account support.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "arnstarn/mcp-server-spotinst", "npm_install": "" }, { "name": "awslabs/mcp", "url": "https://github.com/awslabs/mcp", "source_host": "github", "category": "Cloud Platforms", "description": "AWS MCP servers for seamless integration with AWS services and resources.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bright8192/esxi-mcp-server", "url": "https://github.com/bright8192/esxi-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cloudflare/mcp-server-cloudflare", "url": "https://github.com/cloudflare/mcp-server-cloudflare", "source_host": "github", "category": "Cloud Platforms", "description": "Integration with Cloudflare services including Workers, KV, R2, and D1", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cyclops-ui/mcp-cyclops", "url": "https://github.com/cyclops-ui/mcp-cyclops", "source_host": "github", "category": "Cloud Platforms", "description": "An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "davidlandais/ovh-api-mcp", "url": "https://github.com/davidlandais/ovh-api-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Code Mode MCP server for the entire OVH API. Two tools (search + execute) give LLMs access to all OVH endpoints via sandboxed JavaScript, using ~1,000 tokens instead of thousands of tool definitions.", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "davidlandais/ovh-api-mcp", "npm_install": "" }, { "name": "elementfm/mcp", "url": "https://gitlab.com/elementfm/mcp", "source_host": "gitlab", "category": "Cloud Platforms", "description": "Open source podcast hosting platform", "languages": [ "python", "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "elevy99927/devops-mcp-webui", "url": "https://github.com/elevy99927/devops-mcp-webui", "source_host": "github", "category": "Cloud Platforms", "description": "MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "erikhoward/adls-mcp-server", "url": "https://github.com/erikhoward/adls-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "espressif/esp-rainmaker-mcp", "url": "https://github.com/espressif/esp-rainmaker-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Official Espressif MCP Server to manage and control ESP RainMaker Devices.", "languages": [ "python" ], "scopes": [ "cloud", "local", "embedded" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "flux159/mcp-server-kubernetes", "url": "https://github.com/Flux159/mcp-server-kubernetes", "source_host": "github", "category": "Cloud Platforms", "description": "Typescript implementation of Kubernetes cluster operations for pods, deployments, services.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GeiserX/spinnaker-mcp", "url": "https://github.com/GeiserX/spinnaker-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "A bridge that exposes any Spinnaker instance as an MCP server via the Gate API, enabling management of applications, pipelines, executions, and cloud infrastructure.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/spinnaker-mcp", "npm_install": "" }, { "name": "hardik-id/azure-resource-graph-mcp-server", "url": "https://github.com/hardik-id/azure-resource-graph-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hashicorp/terraform-mcp-server", "url": "https://github.com/hashicorp/terraform-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jasonwilbur/cloud-cost-mcp", "url": "https://github.com/jasonwilbur/cloud-cost-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jasonwilbur/oci-pricing-mcp", "url": "https://github.com/jasonwilbur/oci-pricing-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jdubois/azure-cli-mcp", "url": "https://github.com/jdubois/azure-cli-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "A wrapper around the Azure CLI command line that allows you to talk directly to Azure", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "johnneerdael/netskope-mcp", "url": "https://github.com/johnneerdael/netskope-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kestra-io/mcp-server-python", "url": "https://github.com/kestra-io/mcp-server-python", "source_host": "github", "category": "Cloud Platforms", "description": "Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Labs64/NetLicensing-MCP", "url": "https://github.com/Labs64/NetLicensing-MCP", "source_host": "github", "category": "Cloud Platforms", "description": "The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing without writing a single API call.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "Labs64/NetLicensing-MCP", "npm_install": "" }, { "name": "liquidmetal-ai/raindrop-mcp", "url": "https://docs.liquidmetal.ai/tutorials/claude-code-mcp-setup/", "source_host": "other", "category": "Cloud Platforms", "description": "The best way to deploy cloud infrastructure using Claude Code and MCP.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "liveblocks/liveblocks-mcp-server", "url": "https://github.com/liveblocks/liveblocks-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "localstack/localstack-mcp-server", "url": "https://github.com/localstack/localstack-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "manusa/Kubernetes MCP Server", "url": "https://github.com/manusa/kubernetes-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mctlhq/mctl-mcp", "url": "https://github.com/mctlhq/mctl-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "AI-native platform for Kubernetes management and automated GitOps (30+ tools).", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mctlhq/mctl-mcp", "npm_install": "" }, { "name": "mikusnuz/dynadot-mcp", "url": "https://github.com/mikusnuz/dynadot-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server for the Dynadot domain registrar API — 60 tools for domain search, registration, DNS, contacts, transfers, and marketplace.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/dynadot-mcp", "npm_install": "" }, { "name": "mrostamii/rancher-mcp-server", "url": "https://github.com/mrostamii/rancher-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, Harvester HCI management (VMs, storage, networks), and Fleet GitOps tooling.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mrostamii/rancher-mcp-server", "npm_install": "" }, { "name": "Nebula-Block-Data/nebulablock-mcp-server", "url": "https://github.com/Nebula-Block-Data/nebulablock-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "newageflyfish-max/volthq", "url": "https://github.com/newageflyfish-max/volthq", "source_host": "github", "category": "Cloud Platforms", "description": "Compute price oracle for AI agents. Compare inference pricing across 8 providers in real time with routing recommendations and spend tracking. One-command install: `npx volthq-mcp-server --setup`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "newageflyfish-max/volthq", "npm_install": "npx volthq-mcp-server --setup" }, { "name": "nwiizo/tfmcp", "url": "https://github.com/nwiizo/tfmcp", "source_host": "github", "category": "Cloud Platforms", "description": "A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ofershap/mcp-server-cloudflare", "url": "https://github.com/ofershap/mcp-server-cloudflare", "source_host": "github", "category": "Cloud Platforms", "description": "Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-cloudflare", "npm_install": "" }, { "name": "ofershap/mcp-server-s3", "url": "https://github.com/ofershap/mcp-server-s3", "source_host": "github", "category": "Cloud Platforms", "description": "AWS S3 operations — list buckets, browse objects, upload/download files, and generate presigned URLs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-s3", "npm_install": "" }, { "name": "openstack-kr/python-openstackmcp-server", "url": "https://github.com/openstack-kr/python-openstackmcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "OpenStack MCP server for cloud infrastructure management based on openstacksdk.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pibblokto/cert-manager-mcp-server", "url": "https://github.com/pibblokto/cert-manager-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) management and troubleshooting", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "portainer/portainer-mcp", "url": "https://github.com/portainer/portainer-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pulumi/mcp-server", "url": "https://github.com/pulumi/mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pythonanywhere/pythonanywhere-mcp-server", "url": "https://github.com/pythonanywhere/pythonanywhere-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server implementation for PythonAnywhere cloud platform.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qiniu/qiniu-mcp-server", "url": "https://github.com/qiniu/qiniu-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "redis/mcp-redis-cloud", "url": "https://github.com/redis/mcp-redis-cloud", "source_host": "github", "category": "Cloud Platforms", "description": "Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "reza-gholizade/k8s-mcp-server", "url": "https://github.com/reza-gholizade/k8s-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rohitg00/kubectl-mcp-server", "url": "https://github.com/rohitg00/kubectl-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rrmistry/tilt-mcp", "url": "https://github.com/rrmistry/tilt-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "s-b-e-n-s-o-n/portkey-admin-mcp", "url": "https://github.com/s-b-e-n-s-o-n/portkey-admin-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "MCP server for the Portkey AI Gateway Admin API — 150 tools for prompts, configs, analytics, keys, guardrails, integrations, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "s-b-e-n-s-o-n/portkey-admin-mcp", "npm_install": "" }, { "name": "sevalla-hosting/mcp", "url": "https://github.com/sevalla-hosting/mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote server with OAuth — connect in one click, no API keys to configure.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sevalla-hosting/mcp", "npm_install": "" }, { "name": "shipstatic/mcp", "url": "https://github.com/shipstatic/mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Deploy and manage static sites from AI agents. A simpler alternative to Vercel and Netlify for static website hosting — upload files, get a URL, and connect custom domains.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "shipstatic/shipstatic", "npm_install": "" }, { "name": "silenceper/mcp-k8s", "url": "https://github.com/silenceper/mcp-k8s", "source_host": "github", "category": "Cloud Platforms", "description": "just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Spaceship MCP", "url": "https://github.com/bartwaardenburg/spaceship-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "spre-sre/lumino-mcp-server", "url": "https://github.com/spre-sre/lumino-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "StacklokLabs/mkp", "url": "https://github.com/StacklokLabs/mkp", "source_host": "github", "category": "Cloud Platforms", "description": "MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "StacklokLabs/ocireg-mcp", "url": "https://github.com/StacklokLabs/ocireg-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "strowk/mcp-k8s-go", "url": "https://github.com/strowk/mcp-k8s-go", "source_host": "github", "category": "Cloud Platforms", "description": "Kubernetes cluster operations through MCP", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TencentCloudBase/CloudBase-AI-ToolKit", "url": "https://github.com/TencentCloudBase/CloudBase-AI-ToolKit", "source_host": "github", "category": "Cloud Platforms", "description": "One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thunderboltsid/mcp-nutanix", "url": "https://github.com/thunderboltsid/mcp-nutanix", "source_host": "github", "category": "Cloud Platforms", "description": "Go-based MCP Server for interfacing with Nutanix Prism Central resources.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "trackerfitness729-jpg/sitelauncher-mcp-server", "url": "https://github.com/trackerfitness729-jpg/sitelauncher-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "Deploy live HTTPS websites in seconds. Instant subdomains ($1 USDC) or custom .xyz domains ($10 USDC) on Base chain. Templates for crypto tokens and AI agent profiles.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@trackerfitness729-jpg/sitelauncher-mcp-server", "npm_install": "" }, { "name": "trilogy-group/aws-pricing-mcp", "url": "https://github.com/trilogy-group/aws-pricing-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "txn2/kubefwd", "url": "https://github.com/txn2/kubefwd", "source_host": "github", "category": "Cloud Platforms", "description": "Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "VmLia/books-mcp-server", "url": "https://github.com/VmLia/books-mcp-server", "source_host": "github", "category": "Cloud Platforms", "description": "This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "weibaohui/k8m", "url": "https://github.com/weibaohui/k8m", "source_host": "github", "category": "Cloud Platforms", "description": "Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "weibaohui/kom", "url": "https://github.com/weibaohui/kom", "source_host": "github", "category": "Cloud Platforms", "description": "Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wenhuwang/mcp-k8s-eye", "url": "https://github.com/wenhuwang/mcp-k8s-eye", "source_host": "github", "category": "Cloud Platforms", "description": "MCP Server for kubernetes management, and analyze your cluster, application health", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Woobox/hatchable-mcp", "url": "https://github.com/Woobox/hatchable-mcp", "source_host": "github", "category": "Cloud Platforms", "description": "Build and host full-stack web apps and sites on Hatchable from any MCP client. DB, auth, storage, domains, and cron per project. Free tier.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "Woobox/hatchable-mcp", "npm_install": "" }, { "name": "xmpuspus/cloudwright", "url": "https://github.com/xmpuspus/cloudwright", "source_host": "github", "category": "Cloud Platforms", "description": "Natural-language cloud architecture intelligence for AWS, GCP, Azure, and Databricks. 19 tools for architecture design, cost estimation, compliance validation (HIPAA, SOC 2, FedRAMP, GDPR, PCI-DSS, Well-Architected), security scanning, Terraform/CloudFormation export, and blast-radius analysis.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "xmpuspus/cloudwright", "npm_install": "" }, { "name": "alfonsograziano/node-code-sandbox-mcp", "url": "https://github.com/alfonsograziano/node-code-sandbox-mcp", "source_host": "github", "category": "Code Execution", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alvii147/piston-mcp", "url": "https://github.com/alvii147/piston-mcp", "source_host": "github", "category": "Code Execution", "description": "MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config `uv` setup and a ready-to-use Claude Desktop config example.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "asif-nvc/e2b-sandbox-mcp", "url": "https://github.com/asif-nvc/e2b-sandbox-mcp", "source_host": "github", "category": "Code Execution", "description": "Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated Linux VMs, cloning repos, running commands, managing files, and performing git operations without touching the local machine.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "asif-nvc/e2b-sandbox-mcp", "npm_install": "" }, { "name": "ckanthony/openapi-mcp", "url": "https://github.com/ckanthony/openapi-mcp", "source_host": "github", "category": "Code Execution", "description": "OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dagger/container-use", "url": "https://github.com/dagger/container-use", "source_host": "github", "category": "Code Execution", "description": "Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gwbischof/outsource-mcp", "url": "https://github.com/gwbischof/outsource-mcp", "source_host": "github", "category": "Code Execution", "description": "Give your AI assistant its own AI assistants. For example: \"Could you ask openai to generate an image of a dog?\"", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HanSur94/matlab-mcp-server-python", "url": "https://github.com/HanSur94/matlab-mcp-server-python", "source_host": "github", "category": "Code Execution", "description": "Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "HanSur94/matlab-mcp-server-python", "npm_install": "" }, { "name": "hileamlakB/PRIMS", "url": "https://github.com/hileamlakB/PRIMS", "source_host": "github", "category": "Code Execution", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mavdol/capsule/mcp-server", "url": "https://github.com/mavdol/capsule/tree/main/integrations/mcp-server", "source_host": "github", "category": "Code Execution", "description": "Run untrusted Python/JavaScript code in WebAssembly sandboxes.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mavdol/capsule-mcp-server", "npm_install": "" }, { "name": "ouvreboite/openapi-to-mcp", "url": "https://github.com/ouvreboite/openapi-to-mcp", "source_host": "github", "category": "Code Execution", "description": "Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.", "languages": [ "csharp" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pydantic/pydantic-ai/mcp-run-python", "url": "https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python", "source_host": "github", "category": "Code Execution", "description": "Run Python code in a secure sandbox via MCP tool calls", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "r33drichards/mcp-js", "url": "https://github.com/r33drichards/mcp-js", "source_host": "github", "category": "Code Execution", "description": "A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rikarazome/prolog-reasoner", "url": "https://github.com/rikarazome/prolog-reasoner", "source_host": "github", "category": "Code Execution", "description": "SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "rikarazome/prolog-reasoner", "npm_install": "" }, { "name": "Sowiedu/Edict", "url": "https://github.com/Sowiedu/Edict", "source_host": "github", "category": "Code Execution", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sowiedu/edict", "npm_install": "" }, { "name": "yepcode/mcp-server-js", "url": "https://github.com/yepcode/mcp-server-js", "source_host": "github", "category": "Code Execution", "description": "Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "agent-blueprint/mcp-server", "url": "https://github.com/agent-blueprint/mcp-server", "source_host": "github", "category": "Coding Agents", "description": "8 MCP tools for exploring and downloading AI agent blueprints. List blueprints, get summaries, download full Agent Skills directories for implementation by coding agents. Vendor-agnostic output works with any enterprise platform. Install: `npx agentblueprint`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "agent-blueprint/mcp-server", "npm_install": "npx agentblueprint" }, { "name": "agentic-mcp-tools/owlex", "url": "https://github.com/agentic-mcp-tools/owlex", "source_host": "github", "category": "Coding Agents", "description": "AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alpadalar/netops-mcp", "url": "https://github.com/alpadalar/netops-mcp", "source_host": "github", "category": "Coding Agents", "description": "Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "automateyournetwork/pyATS_MCP", "url": "https://github.com/automateyournetwork/pyATS_MCP", "source_host": "github", "category": "Coding Agents", "description": "Cisco pyATS server enabling structured, model-driven interaction with network devices.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "avansaber/tailtest-cline", "url": "https://github.com/avansaber/tailtest-cline", "source_host": "github", "category": "Coding Agents", "description": "Adversarial test generation for AI coding sessions. Detects language and framework; writes tests; runs them; classifies failures via R12 (real_bug / environment / test_bug). Ships 8 adversarial scenario categories. Works in Cline directly and in 8+ editors via Cline host coverage. 162 plugin tests. MIT.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "avansaber/tailtest-cline", "npm_install": "" }, { "name": "aybelatchane/mcp-server-terminal", "url": "https://github.com/aybelatchane/mcp-server-terminal", "source_host": "github", "category": "Coding Agents", "description": "interact with TUI/CLI applications through structured Terminal State Tree representation with element detection.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aymericzip/intlayer", "url": "https://github.com/aymericzip/intlayer", "source_host": "github", "category": "Coding Agents", "description": "A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "blakerouse/ssh-mcp", "url": "https://github.com/blakerouse/ssh-mcp", "source_host": "github", "category": "Coding Agents", "description": "MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "doggybee/mcp-server-leetcode", "url": "https://github.com/doggybee/mcp-server-leetcode", "source_host": "github", "category": "Coding Agents", "description": "An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "eirikb/any-cli-mcp-server", "url": "https://github.com/eirikb/any-cli-mcp-server", "source_host": "github", "category": "Coding Agents", "description": "Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "elhamid/llm-council", "url": "https://github.com/elhamid/llm-council", "source_host": "github", "category": "Coding Agents", "description": "Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ezyang/codemcp", "url": "https://github.com/ezyang/codemcp", "source_host": "github", "category": "Coding Agents", "description": "Coding agent with basic read, write and command line tools.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferrislucas/iterm-mcp", "url": "https://github.com/ferrislucas/iterm-mcp", "source_host": "github", "category": "Coding Agents", "description": "A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "freema/openclaw-mcp", "url": "https://github.com/freema/openclaw-mcp", "source_host": "github", "category": "Coding Agents", "description": "MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@freema/openclaw-mcp", "npm_install": "" }, { "name": "g0t4/mcp-server-commands", "url": "https://github.com/g0t4/mcp-server-commands", "source_host": "github", "category": "Coding Agents", "description": "Run any command with `run_command` and `run_script` tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gabrielmaialva33/winx-code-agent", "url": "https://github.com/gabrielmaialva33/winx-code-agent", "source_host": "github", "category": "Coding Agents", "description": "A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hampsterx/claude-mcp-bridge", "url": "https://github.com/hampsterx/claude-mcp-bridge", "source_host": "github", "category": "Coding Agents", "description": "Wraps Claude Code CLI as MCP tools (query, search, structured, sessions) with subscription-first auth, cost metadata, budget caps, and granular tool sandboxing.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hampsterx/claude-mcp-bridge", "npm_install": "" }, { "name": "irskep/persistproc", "url": "https://github.com/irskep/persistproc", "source_host": "github", "category": "Coding Agents", "description": "MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jinzcdev/leetcode-mcp-server", "url": "https://github.com/jinzcdev/leetcode-mcp-server", "source_host": "github", "category": "Coding Agents", "description": "MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "juehang/vscode-mcp-server", "url": "https://github.com/juehang/vscode-mcp-server", "source_host": "github", "category": "Coding Agents", "description": "A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kagan-sh/kagan", "url": "https://github.com/kagan-sh/kagan", "source_host": "github", "category": "Coding Agents", "description": "AI-powered Kanban TUI and MCP server for autonomous development workflows. Orchestrates 14 coding agents across task tracking, isolated git worktrees, review, and merge.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "kagan-sh/kagan", "npm_install": "" }, { "name": "louis030195/terminator-mcp-agent", "url": "https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent", "source_host": "github", "category": "Coding Agents", "description": "Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.", "languages": [ "typescript", "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "maxim-saplin/mcp_safe_local_python_executor", "url": "https://github.com/maxim-saplin/mcp_safe_local_python_executor", "source_host": "github", "category": "Coding Agents", "description": "Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "micl2e2/code-to-tree", "url": "https://github.com/micl2e2/code-to-tree", "source_host": "github", "category": "Coding Agents", "description": "A single-binary MCP server that converts source code into AST, regardless of language.", "languages": [ "c_cpp" ], "scopes": [ "local", "embedded" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "misiektoja/kill-process-mcp", "url": "https://github.com/misiektoja/kill-process-mcp", "source_host": "github", "category": "Coding Agents", "description": "List and terminate OS processes via natural language queries", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MladenSU/cli-mcp-server", "url": "https://github.com/MladenSU/cli-mcp-server", "source_host": "github", "category": "Coding Agents", "description": "Command line interface with secure execution and customizable security policies", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nesquikm/mcp-rubber-duck", "url": "https://github.com/nesquikm/mcp-rubber-duck", "source_host": "github", "category": "Coding Agents", "description": "your AI rubber duck debugging panel for explaining problems to various AI \"ducks\" and getting different perspectives", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nihalxkumar/arch-mcp", "url": "https://github.com/nihalxkumar/arch-mcp", "source_host": "github", "category": "Coding Agents", "description": "Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ooples/mcp-console-automation", "url": "https://github.com/ooples/mcp-console-automation", "source_host": "github", "category": "Coding Agents", "description": "Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "oraios/serena", "url": "https://github.com/oraios/serena", "source_host": "github", "category": "Coding Agents", "description": "A fully-featured coding agent that relies on symbolic code operations by using language servers.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "OthmaneBlial/term_mcp_deepseek", "url": "https://github.com/OthmaneBlial/term_mcp_deepseek", "source_host": "github", "category": "Coding Agents", "description": "A DeepSeek MCP-like Server for Terminal", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pdavis68/RepoMapper", "url": "https://github.com.mcas.ms/pdavis68/RepoMapper", "source_host": "github", "category": "Coding Agents", "description": "An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the \"Repo Map\" functionality in Aider.chat", "languages": [], "scopes": [], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "preflight-dev/preflight", "url": "https://github.com/preflight-dev/preflight", "source_host": "github", "category": "Coding Agents", "description": "24-tool MCP server for Claude Code that catches vague prompts before they waste tokens. Includes 12-category prompt scorecards, session history search with LanceDB vectors, cross-service contract awareness, correction pattern learning, and cost estimation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "religa/multi-mcp", "url": "https://github.com/religa/multi_mcp", "source_host": "github", "category": "Coding Agents", "description": "Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, consensus, and OWASP Top 10 security checks.", "languages": [ "python" ], "scopes": [], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rinadelph/Agent-MCP", "url": "https://github.com/rinadelph/Agent-MCP", "source_host": "github", "category": "Coding Agents", "description": "A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shashankss1205/codegraphcontext", "url": "https://github.com/Shashankss1205/CodeGraphContext", "source_host": "github", "category": "Coding Agents", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sim-xia/blind-auditor", "url": "https://github.com/Sim-xia/Blind-Auditor", "source_host": "github", "category": "Coding Agents", "description": "A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sim-xia/skill-cortex-server", "url": "https://github.com/Sim-xia/skill-cortex-server", "source_host": "github", "category": "Coding Agents", "description": "An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sipyourdrink-ltd/bernstein", "url": "https://github.com/sipyourdrink-ltd/bernstein", "source_host": "github", "category": "Coding Agents", "description": "Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "chernistry/bernstein", "npm_install": "" }, { "name": "sonirico/mcp-shell", "url": "https://github.com/sonirico/mcp-shell", "source_host": "github", "category": "Coding Agents", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "spyrae/claude-concilium", "url": "https://github.com/spyrae/claude-concilium", "source_host": "github", "category": "Coding Agents", "description": "Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and problem-solving with fallback chains and error detection. Includes ready-to-use Claude Code skill.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "stippi/code-assistant", "url": "https://github.com/stippi/code-assistant", "source_host": "github", "category": "Coding Agents", "description": "Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SunflowersLwtech/mcp_creator_growth", "url": "https://github.com/SunflowersLwtech/mcp_creator_growth", "source_host": "github", "category": "Coding Agents", "description": "Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agents with persistent project-specific debugging memory using silent RAG tools. Features 56% token optimization and multi-language support.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tiianhk/MaxMSP-MCP-Server", "url": "https://github.com/tiianhk/MaxMSP-MCP-Server", "source_host": "github", "category": "Coding Agents", "description": "A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Touchpoint-Labs/touchpoint", "url": "https://github.com/Touchpoint-Labs/touchpoint", "source_host": "github", "category": "Coding Agents", "description": "Playwright for the entire OS. Gives AI agents the ability to see, find, and interact with UI elements in any desktop application.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Touchpoint-Labs/Touchpoint", "npm_install": "" }, { "name": "TT-Wang/forge", "url": "https://github.com/TT-Wang/forge", "source_host": "github", "category": "Coding Agents", "description": "Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection), `forge_logs`, `session_state`. Stdio-only. Zero telemetry.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "TT-Wang/forge", "npm_install": "" }, { "name": "tufantunc/ssh-mcp", "url": "https://github.com/tufantunc/ssh-mcp", "source_host": "github", "category": "Coding Agents", "description": "MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tumf/mcp-shell-server", "url": "https://github.com/tumf/mcp-shell-server", "source_host": "github", "category": "Coding Agents", "description": "A secure shell command execution server implementing the Model Context Protocol (MCP)", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "VertexStudio/developer", "url": "https://github.com/VertexStudio/developer", "source_host": "github", "category": "Coding Agents", "description": "Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wende/cicada", "url": "https://github.com/wende/cicada", "source_host": "github", "category": "Coding Agents", "description": "Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wonderwhy-er/DesktopCommanderMCP", "url": "https://github.com/wonderwhy-er/DesktopCommanderMCP", "source_host": "github", "category": "Coding Agents", "description": "A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "x51xxx/codex-mcp-tool", "url": "https://github.com/x51xxx/codex-mcp-tool", "source_host": "github", "category": "Coding Agents", "description": "MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "x51xxx/copilot-mcp-server", "url": "https://github.com/x51xxx/copilot-mcp-server", "source_host": "github", "category": "Coding Agents", "description": "MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "danmartuszewski/hop", "url": "https://github.com/danmartuszewski/hop", "source_host": "github", "category": "Command Line", "description": "Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts.", "languages": [ "go" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferodrigop/forge", "url": "https://github.com/ferodrigop/forge", "source_host": "github", "category": "Command Line", "description": "Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ferodrigop/forge", "npm_install": "" }, { "name": "LukeLamb/claude-terminal-mcp", "url": "https://github.com/LukeLamb/claude-terminal-mcp", "source_host": "github", "category": "Command Line", "description": "Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macOS. Zero npm deps, pure Node.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "LukeLamb/claude-terminal-mcp", "npm_install": "" }, { "name": "nvms/tui-mcp", "url": "https://github.com/nvms/tui-mcp", "source_host": "github", "category": "Command Line", "description": "What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch, screenshot, and interact with any TUI app.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nvms/tui-mcp", "npm_install": "" }, { "name": "raychao-oao/pty-mcp", "url": "https://github.com/raychao-oao/pty-mcp", "source_host": "github", "category": "Command Line", "description": "Interactive PTY sessions for AI agents — local shells, SSH with persistent sessions (ai-tmux daemon for attach/detach), and serial ports. Single Go binary, no tmux dependency.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "raychao-oao/pty-mcp", "npm_install": "" }, { "name": "WhenLabs-org/when", "url": "https://github.com/WhenLabs-org/when", "source_host": "github", "category": "Command Line", "description": "Developer toolkit: auto-detect stack for AI context files, catch port conflicts, validate .env schemas, spot docs drift, audit dependency licenses, and time coding tasks — 7 MCP tools, one install.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "WhenLabs-org/when", "npm_install": "" }, { "name": "AbdelStark/nostr-mcp", "url": "https://github.com/AbdelStark/nostr-mcp", "source_host": "github", "category": "Communication", "description": "A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "adhikasp/mcp-twikit", "url": "https://github.com/adhikasp/mcp-twikit", "source_host": "github", "category": "Communication", "description": "Interact with Twitter search and timeline", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aeoess/mingle-mcp", "url": "https://github.com/aeoess/mingle-mcp", "source_host": "github", "category": "Communication", "description": "Agent-to-agent networking. Your AI publishes what you need, matches with other people's agents, both humans approve before connecting. 6 tools, Ed25519 signed, shared network at api.aeoess.com.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "aeoess/mingle-mcp", "npm_install": "" }, { "name": "agentmail-toolkit/mcp", "url": "https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp", "source_host": "github", "category": "Communication", "description": "An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "areweai/tsgram-mcp", "url": "https://github.com/areweai/tsgram-mcp", "source_host": "github", "category": "Communication", "description": "TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arpitbatra123/mcp-googletasks", "url": "https://github.com/arpitbatra123/mcp-googletasks", "source_host": "github", "category": "Communication", "description": "An MCP server to interface with the Google Tasks API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bababoi-bibilabu/agent-mq", "url": "https://github.com/bababoi-bibilabu/agent-mq", "source_host": "github", "category": "Communication", "description": "Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Codex) send messages to each other across sessions and machines. UUID-based auth, self-hostable.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bababoi-bibilabu/agent-mq", "npm_install": "" }, { "name": "Beltran12138/wecom-docs-mcp-server", "url": "https://github.com/Beltran12138/wecom-docs-mcp-server", "source_host": "github", "category": "Communication", "description": "WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit Docs and Smartsheets (9 tools). Fills the doc-CRUD gap — existing WeCom MCP servers only support webhook messaging.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Beltran12138/wecom-docs-mcp-server", "npm_install": "" }, { "name": "Cactusinhand/mcp_server_notify", "url": "https://github.com/Cactusinhand/mcp_server_notify", "source_host": "github", "category": "Communication", "description": "A MCP server that send desktop notifications with sound effect when agent tasks are completed.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "carterlasalle/mac_messages_mcp", "url": "https://github.com/carterlasalle/mac_messages_mcp", "source_host": "github", "category": "Communication", "description": "An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chaindead/telegram-mcp", "url": "https://github.com/chaindead/telegram-mcp", "source_host": "github", "category": "Communication", "description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chigwell/telegram-mcp", "url": "https://github.com/chigwell/telegram-mcp", "source_host": "github", "category": "Communication", "description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "clawaimail/mcp", "url": "https://github.com/joansongjr/clawaimail", "source_host": "github", "category": "Communication", "description": "Email infrastructure for AI agents. Create inboxes on the fly, send and receive real emails, search messages, and manage threads via API. Install with `npx clawaimail-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "joansongjr/clawaimail", "npm_install": "npx clawaimail-mcp" }, { "name": "codefuturist/email-mcp", "url": "https://github.com/codefuturist/email-mcp", "source_host": "github", "category": "Communication", "description": "IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts. Supports IMAP IDLE push, AI triage, desktop notifications, and auto-detects providers like Gmail, Outlook, and iCloud.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "conarti/mattermost-mcp", "url": "https://github.com/conarti/mattermost-mcp", "source_host": "github", "category": "Communication", "description": "MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cseguinlz/doubletick-cli", "url": "https://github.com/cseguinlz/doubletick-cli", "source_host": "github", "category": "Communication", "description": "Email read tracking via Gmail. Send tracked emails, check if they were opened with open count, device, and timing.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cseguinlz/double-tick-mcp-server", "npm_install": "" }, { "name": "Danielpeter-99/calcom-mcp", "url": "https://github.com/Danielpeter-99/calcom-mcp", "source_host": "github", "category": "Communication", "description": "MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "discourse/discourse-mcp", "url": "https://github.com/discourse/discourse-mcp", "source_host": "github", "category": "Communication", "description": "Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.", "languages": [ "ruby" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "elie222/inbox-zero", "url": "https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server", "source_host": "github", "category": "Communication", "description": "An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ExpertVagabond/solmail-mcp", "url": "https://github.com/ExpertVagabond/solmail-mcp", "source_host": "github", "category": "Communication", "description": "Send physical mail with Solana payments — AI agents can compose, price, and send letters and postcards via cryptocurrency.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ExpertVagabond/solmail-mcp", "npm_install": "" }, { "name": "FantomaSkaRus1/telegram-bot-mcp", "url": "https://github.com/FantomaSkaRus1/telegram-bot-mcp", "source_host": "github", "category": "Communication", "description": "Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bot API.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@FantomaSkaRus1/telegram-bot-mcp", "npm_install": "" }, { "name": "FastAlertNow/mcp-server", "url": "https://github.com/FastAlertNow/mcp-server", "source_host": "github", "category": "Communication", "description": "Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notifications directly through the FastAlert API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GeiserX/telegram-archive-mcp", "url": "https://github.com/GeiserX/telegram-archive-mcp", "source_host": "github", "category": "Communication", "description": "Go-based MCP server for Telegram Archive. Search and browse Telegram chat history, list chats, and retrieve messages with full-text search. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/telegram-archive-mcp", "npm_install": "" }, { "name": "gerkensm/callcenter.js-mcp", "url": "https://github.com/gerkensm/callcenter.js-mcp", "source_host": "github", "category": "Communication", "description": "An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gitmotion/ntfy-me-mcp", "url": "https://github.com/gitmotion/ntfy-me-mcp", "source_host": "github", "category": "Communication", "description": "use with npx or docker!)", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gotoolkits/wecombot", "url": "https://github.com/gotoolkits/mcp-wecombot-server.git", "source_host": "github", "category": "Communication", "description": "An MCP server application that sends various types of messages to the WeCom group robot.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hannesrudolph/imessage-query-fastmcp-mcp-server", "url": "https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server", "source_host": "github", "category": "Communication", "description": "An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "i-am-bee/acp-mcp", "url": "https://github.com/i-am-bee/acp-mcp", "source_host": "github", "category": "Communication", "description": "An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imdinu/apple-mail-mcp", "url": "https://github.com/imdinu/apple-mail-mcp", "source_host": "github", "category": "Communication", "description": "Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search index for ~2ms body search. 6 tools: list accounts/mailboxes, get emails with filters, full-text search across all scopes, and attachment extraction.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@imdinu/apple-mail-mcp", "npm_install": "" }, { "name": "InditexTech/mcp-teams-server", "url": "https://github.com/InditexTech/mcp-teams-server", "source_host": "github", "category": "Communication", "description": "MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Infobip/mcp", "url": "https://github.com/infobip/mcp", "source_host": "github", "category": "Communication", "description": "Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jagan-shanmugam/mattermost-mcp-host", "url": "https://github.com/jagan-shanmugam/mattermost-mcp-host", "source_host": "github", "category": "Communication", "description": "A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaipandya/producthunt-mcp-server", "url": "https://github.com/jaipandya/producthunt-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-rabel", "url": "https://github.com/jaspertvdm/mcp-server-rabel", "source_host": "github", "category": "Communication", "description": "AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joinly-ai/joinly", "url": "https://github.com/joinly-ai/joinly", "source_host": "github", "category": "Communication", "description": "MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jtalk22/slack-mcp-server", "url": "https://github.com/jtalk22/slack-mcp-server", "source_host": "github", "category": "Communication", "description": "Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth apps, no admin approval. `--setup` and done, 11 tools, auto-refresh.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "keturiosakys/bluesky-context-server", "url": "https://github.com/keturiosakys/bluesky-context-server", "source_host": "github", "category": "Communication", "description": "Bluesky instance integration for querying and interaction", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "khan2a/telephony-mcp-server", "url": "https://github.com/khan2a/telephony-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "korotovsky/slack-mcp-server", "url": "https://github.com/korotovsky/slack-mcp-server", "source_host": "github", "category": "Communication", "description": "The most powerful MCP server for Slack Workspaces.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kushneryk/join.cloud", "url": "https://github.com/kushneryk/join.cloud", "source_host": "github", "category": "Communication", "description": "Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messages in real time via SSE. Supports MCP and A2A protocols. Self-hostable or use the hosted version at join.cloud.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "kushneryk/join.cloud", "npm_install": "" }, { "name": "lanchuske/local-mcp", "url": "https://github.com/lanchuske/local-mcp-releases", "source_host": "github", "category": "Communication", "description": "Connect Claude, Cursor, Windsurf and other AI agents to macOS native apps: Mail, Calendar, Contacts, Reminders, Notes, iMessage, Finder, Safari, OmniFocus, Microsoft Teams, Outlook, OneDrive, and Office documents. 82 tools. Runs entirely on your Mac — no cloud, no tokens, no API keys.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "lanchuske/local-mcp-releases", "npm_install": "" }, { "name": "Leximo-AI/leximo-ai-call-assistant-mcp-server", "url": "https://github.com/Leximo-AI/leximo-ai-call-assistant-mcp-server", "source_host": "github", "category": "Communication", "description": "Make AI-powered phone calls on your behalf — book reservations, schedule appointments, and view call transcripts", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lharries/whatsapp-mcp", "url": "https://github.com/lharries/whatsapp-mcp", "source_host": "github", "category": "Communication", "description": "An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups", "languages": [ "python", "go" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "line/line-bot-mcp-server", "url": "https://github.com/line/line-bot-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP Server for Integrating LINE Official Account", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "littlebearapps/outlook-assistant", "url": "https://github.com/littlebearapps/outlook-assistant", "source_host": "github", "category": "Communication", "description": "Ask your AI assistant to search your inbox, send emails, schedule meetings, manage contacts, and configure mailbox settings — without leaving the conversation. Works with Claude, Cursor, Windsurf, and any MCP-compatible client.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@littlebearapps/outlook-assistant", "npm_install": "" }, { "name": "loglux/whatsapp-mcp-stream", "url": "https://github.com/loglux/whatsapp-mcp-stream", "source_host": "github", "category": "Communication", "description": "WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings), bidirectional media upload/download, and SQLite persistence.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@loglux/whatsapp-mcp-stream", "npm_install": "" }, { "name": "madbonez/caldav-mcp", "url": "https://github.com/madbonez/caldav-mcp", "source_host": "github", "category": "Communication", "description": "Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurrence, categories, priority, attendees, reminders, searching events, and retrieving events by UID.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "marlinjai/email-mcp", "url": "https://github.com/marlinjai/email-mcp", "source_host": "github", "category": "Communication", "description": "Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph), iCloud, and generic IMAP/SMTP. 24 tools for search, send, organize, and batch-manage emails with built-in OAuth2 and encrypted credential storage.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "multimail-dev/mcp-server", "url": "https://github.com/multimail-dev/mcp-server", "source_host": "github", "category": "Communication", "description": "Email for AI agents. Send and receive as markdown with configurable human oversight (monitor, gate, or fully autonomous).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@multimail-dev/multi-mail", "npm_install": "" }, { "name": "n24q02m/better-email-mcp", "url": "https://github.com/n24q02m/better-email-mcp", "source_host": "github", "category": "Communication", "description": "IMAP/SMTP email MCP server with App Passwords (no OAuth2). Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools: search, read, send, reply, forward. Multi-account support.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@n24q02m/better-email-mcp", "npm_install": "" }, { "name": "nakulben/whatsapp-mcp", "url": "https://github.com/nakulben/whatsapp-mcp", "source_host": "github", "category": "Communication", "description": "WhatsApp Business API template management via Meta Cloud API. Create, validate, and send all 12 template types (text, image, video, document, location, authentication, carousel, coupon, catalog, MPM, limited-time offer, and flows) from any MCP client.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "nakulben/whatsapp-mcp", "npm_install": "" }, { "name": "overpod/mcp-telegram", "url": "https://github.com/overpod/mcp-telegram", "source_host": "github", "category": "Communication", "description": "Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "overpod/mcp-telegram", "npm_install": "" }, { "name": "OverQuotaAI/chatterboxio-mcp-server", "url": "https://github.com/OverQuotaAI/chatterboxio-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PaSympa/discord-mcp", "url": "https://github.com/PaSympa/discord-mcp", "source_host": "github", "category": "Communication", "description": "Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, forums, webhooks, and moderation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "PaSympa/discord-mcp", "npm_install": "" }, { "name": "PhononX/cv-mcp-server", "url": "https://github.com/PhononX/cv-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "platfone-com/mcp", "url": "https://github.com/platfone-com/mcp", "source_host": "github", "category": "Communication", "description": "Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle. Supports stdio and HTTP transport.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "platfone-com/mcp", "npm_install": "" }, { "name": "PostcardBot/mcp-server", "url": "https://github.com/PostcardBot/mcp-server", "source_host": "github", "category": "Communication", "description": "Send real physical postcards worldwide via AI agents. Bulk send up to 500 recipients. Volume pricing from $0.72/card.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "PostcardBot/postcardbot-mcp-server", "npm_install": "" }, { "name": "Py2755/aiogram-mcp", "url": "https://github.com/Py2755/aiogram-mcp", "source_host": "github", "category": "Communication", "description": "MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Py2755/aiogram-mcp", "npm_install": "" }, { "name": "qq418716640/botbell-mcp", "url": "https://github.com/qq418716640/botbell-mcp", "source_host": "github", "category": "Communication", "description": "Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way messaging — users reply in the BotBell app, AI reads and continues. Supports action buttons, Markdown, and multi-bot management via PAT.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "qq418716640/botbell-mcp", "npm_install": "" }, { "name": "rchanllc/joltsms-mcp-server", "url": "https://github.com/rchanllc/joltsms-mcp-server", "source_host": "github", "category": "Communication", "description": "Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for messages, and extract OTP codes. Built for AI agents automating phone verification across platforms.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@rchanllc/joltsms-mcp-server", "npm_install": "" }, { "name": "saseq/discord-mcp", "url": "https://github.com/SaseQ/discord-mcp", "source_host": "github", "category": "Communication", "description": "A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.", "languages": [ "typescript", "java" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sawa-zen/vrchat-mcp", "url": "https://github.com/sawa-zen/vrchat-mcp", "source_host": "github", "category": "Communication", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shahabazdev/inxmail-mcp", "url": "https://github.com/shahabazdev/inxmail-mcp", "source_host": "github", "category": "Communication", "description": "Manage Inxmail Commerce transactional emails — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "shahabazdev/inxmail-mcp", "npm_install": "" }, { "name": "SirGreed808/zoho-mail-mcp", "url": "https://github.com/SirGreed808/zoho-mail-mcp", "source_host": "github", "category": "Communication", "description": "MCP server for Zoho Mail. Read, search, and send email from Claude.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "SirGreed808/zoho-mail-mcp", "npm_install": "" }, { "name": "softeria/ms-365-mcp-server", "url": "https://github.com/softeria/ms-365-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Spix-HQ/spix-mcp", "url": "https://github.com/Spix-HQ/spix-mcp", "source_host": "github", "category": "Communication", "description": "Give AI agents a real phone number and voice. Make outbound calls, handle inbound calls, send email, and manage contacts via 26 MCP tools. ~500ms voice latency (Deepgram Nova-3 + Claude + Cartesia Sonic-3). Install: `pip install spix-mcp`. [Free tier available](https://spix.sh).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Spix-HQ/spix-mcp", "npm_install": "" }, { "name": "teddyzxcv/ntfy-mcp", "url": "https://github.com/teddyzxcv/ntfy-mcp", "source_host": "github", "category": "Communication", "description": "The MCP server that keeps you informed by sending the notification on phone using ntfy", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "timkulbaev/mcp-gmail", "url": "https://github.com/timkulbaev/mcp-gmail", "source_host": "github", "category": "Communication", "description": "Full Gmail operations via Unipile API: send, reply, list, read, delete, search, manage labels, attachments, and drafts. Dry-run by default on destructive actions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "timkulbaev/mcp-gmail", "npm_install": "" }, { "name": "trycourier/courier-mcp", "url": "https://github.com/trycourier/courier-mcp", "source_host": "github", "category": "Communication", "description": "Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "userad/didlogic_mcp", "url": "https://github.com/UserAd/didlogic_mcp", "source_host": "github", "category": "Communication", "description": "An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "virtualsms-io/mcp-server", "url": "https://github.com/virtualsms-io/mcp-server", "source_host": "github", "category": "Communication", "description": "Receive SMS verification codes with AI agents. Get virtual phone numbers for WhatsApp, Telegram, Google, and 500+ services. Own modem infrastructure across 200+ countries with real-time WebSocket delivery. 12 tools for number discovery, purchase, and code extraction.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "virtualsms-io/mcp-server", "npm_install": "" }, { "name": "wazionapps/mcp-server", "url": "https://github.com/wazionapps/mcp-server", "source_host": "github", "category": "Communication", "description": "244 WhatsApp Business tools: send messages, automate workflows, run campaigns, and manage CRM. Streamable HTTP + stdio.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@wazionapps/wazion-mcp-server", "npm_install": "" }, { "name": "windborne/zulipmcp", "url": "https://github.com/windborne/zulipmcp", "source_host": "github", "category": "Communication", "description": "Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. Real-time listening, session management, file handling.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "windborne/zulipmcp", "npm_install": "" }, { "name": "wyattjoh/imessage-mcp", "url": "https://github.com/wyattjoh/imessage-mcp", "source_host": "github", "category": "Communication", "description": "A Model Context Protocol server for reading iMessage data from macOS.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wyattjoh/jmap-mcp", "url": "https://github.com/wyattjoh/jmap-mcp", "source_host": "github", "category": "Communication", "description": "A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "YCloud-Developers/ycloud-whatsapp-mcp-server", "url": "https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server", "source_host": "github", "category": "Communication", "description": "MCP server for WhatsApp Business Platform by YCloud.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yjcho9317/nworks", "url": "https://github.com/yjcho9317/nworks", "source_host": "github", "category": "Communication", "description": "NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "yjcho9317/nworks", "npm_install": "" }, { "name": "Zacccck/Claude-MCP-Read-Email-Attachments", "url": "https://github.com/Zacccck/Claude-MCP-Read-Email-Attachments", "source_host": "github", "category": "Communication", "description": "Remote HTTP MCP server that reads Outlook email attachments via Microsoft Graph. Parses PDF, Word (with embedded image extraction for multimodal analysis), Excel, and text files in-memory and returns structured content directly to Claude.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Zacccck/Claude-MCP-Read-Email-Attachments", "npm_install": "" }, { "name": "zcaceres/gtasks-mcp", "url": "https://github.com/zcaceres/gtasks-mcp", "source_host": "github", "category": "Communication", "description": "An MCP server to Manage Google Tasks", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ztxtxwd/open-feishu-mcp-server", "url": "https://github.com/ztxtxwd/open-feishu-mcp-server", "source_host": "github", "category": "Communication", "description": "A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Perspective-AI/mcp", "url": "https://github.com/Perspective-AI/mcp", "source_host": "github", "category": "Conversational AI", "description": "Official MCP server for [Perspective AI](https://getperspective.ai). An AI Concierge replaces static forms with adaptive AI conversations for lead qualification, customer research, onboarding feedback, and advocacy. Design conversation agents (Concierge, Interviewer, Evaluator, Advocate), analyze conversations, deploy embeds, and automate follow-ups (webhook, email, Slack, HubSpot).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "Perspective-AI/mcp", "npm_install": "" }, { "name": "antv/mcp-server-chart", "url": "https://github.com/antvis/mcp-server-chart", "source_host": "github", "category": "Customer Data Platforms", "description": "A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "embeddedlayers/mcp-analytics", "url": "https://github.com/embeddedlayers/mcp-analytics", "source_host": "github", "category": "Customer Data Platforms", "description": "Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources — ask a question in Claude or Cursor, get an interactive HTML report.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "embeddedlayers/mcp-analytics", "npm_install": "" }, { "name": "hustcc/mcp-echarts", "url": "https://github.com/hustcc/mcp-echarts", "source_host": "github", "category": "Customer Data Platforms", "description": "Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hustcc/mcp-mermaid", "url": "https://github.com/hustcc/mcp-mermaid", "source_host": "github", "category": "Customer Data Platforms", "description": "Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "iaptic/mcp-server-iaptic", "url": "https://github.com/iaptic/mcp-server-iaptic", "source_host": "github", "category": "Customer Data Platforms", "description": "Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lionkiii/google-searchconsole-mcp", "url": "https://github.com/lionkiii/google-searchconsole-mcp", "source_host": "github", "category": "Customer Data Platforms", "description": "Google Search Console MCP server with 13 SEO tools — search analytics, URL inspection, sitemap management, keyword opportunities, brand analysis, and performance comparison.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lionkiii/google-searchconsole-mcp", "npm_install": "" }, { "name": "OpenDataMCP/OpenDataMCP", "url": "https://github.com/OpenDataMCP/OpenDataMCP", "source_host": "github", "category": "Customer Data Platforms", "description": "Connect any Open Data to any LLM with Model Context Protocol.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuackbackIO/quackback", "url": "https://github.com/QuackbackIO/quackback", "source_host": "github", "category": "Customer Data Platforms", "description": "Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, manage roadmaps, merge duplicates, and publish changelogs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "saurabhsharma2u/search-console-mcp", "url": "https://github.com/saurabhsharma2u/search-console-mcp", "source_host": "github", "category": "Customer Data Platforms", "description": "An MCP server to interact with Google Search Console and Bing Webmasters.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sergehuber/inoyu-mcp-unomi-server", "url": "https://github.com/sergehuber/inoyu-mcp-unomi-server", "source_host": "github", "category": "Customer Data Platforms", "description": "An MCP server to access and updates profiles on an Apache Unomi CDP server.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tinybirdco/mcp-tinybird", "url": "https://github.com/tinybirdco/mcp-tinybird", "source_host": "github", "category": "Customer Data Platforms", "description": "An MCP server to interact with a Tinybird Workspace from any MCP client.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "1luvc0d3/metabase-mcp", "url": "https://github.com/1luvc0d3/metabase-mcp", "source_host": "github", "category": "Data Platforms", "description": "MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "1luvc0d3/metabase-mcp", "npm_install": "" }, { "name": "alkemiai/alkemi-mcp", "url": "https://github.com/alkemi-ai/alkemi-mcp", "source_host": "github", "category": "Data Platforms", "description": "MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "avisangle/method-crm-mcp", "url": "https://github.com/avisangle/method-crm-mcp", "source_host": "github", "category": "Data Platforms", "description": "Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP).", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aywengo/kafka-schema-reg-mcp", "url": "https://github.com/aywengo/kafka-schema-reg-mcp", "source_host": "github", "category": "Data Platforms", "description": "Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bintocher/mcp-superset", "url": "https://github.com/bintocher/mcp-superset", "source_host": "github", "category": "Data Platforms", "description": "Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups), permissions audit, and 30+ built-in safety validations. Supports HTTP, SSE, and stdio transports.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "bintocher/mcp-superset", "npm_install": "" }, { "name": "bruno-portfolio/agrobr-mcp", "url": "https://github.com/bruno-portfolio/agrobr-mcp", "source_host": "github", "category": "Data Platforms", "description": "Brazilian agricultural data for LLMs — prices, crop estimates, climate, deforestation from 19 public sources via CEPEA, CONAB, IBGE, INPE and B3.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "carrierone/verilexdata-mcp", "url": "https://github.com/carrierone/verilexdata-mcp", "source_host": "github", "category": "Data Platforms", "description": "20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via x402 pay-per-query with USDC. Free stats/sample endpoints, MCP + HTTP transport.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "carrierone/verilexdata-mcp", "npm_install": "" }, { "name": "Castaldo-Solutions/mcp-vtenext", "url": "https://github.com/Castaldo-Solutions/mcp-vtenext", "source_host": "github", "category": "Data Platforms", "description": "MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via the WebService API. Available on npm as `@castaldosolutions/mcp-vtenext`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Castaldo-Solutions/mcp-vtenext", "npm_install": "" }, { "name": "dan1d/mercadolibre-mcp", "url": "https://github.com/dan1d/mercadolibre-mcp", "source_host": "github", "category": "Data Platforms", "description": "MercadoLibre marketplace integration for AI agents. Search products, get item details, browse categories, track trends, and convert currencies across Latin America (Argentina, Brazil, Mexico, Chile, Colombia).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dan1d/mercadolibre-mcp", "npm_install": "" }, { "name": "dbt-labs/dbt-mcp", "url": "https://github.com/dbt-labs/dbt-mcp", "source_host": "github", "category": "Data Platforms", "description": "Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "flowcore/mcp-flowcore-platform", "url": "https://github.com/flowcore-io/mcp-flowcore-platform", "source_host": "github", "category": "Data Platforms", "description": "Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Hug0x0/mcp-reunion", "url": "https://github.com/Hug0x0/mcp-reunion", "source_host": "github", "category": "Data Platforms", "description": "96 tools across 21 modules for La Réunion (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Hug0x0/mcp-reunion", "npm_install": "npx -y mcp-reunion" }, { "name": "JordiNei/mcp-databricks-server", "url": "https://github.com/JordiNeil/mcp-databricks-server", "source_host": "github", "category": "Data Platforms", "description": "Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jwaxman19/qlik-mcp", "url": "https://github.com/jwaxman19/qlik-mcp", "source_host": "github", "category": "Data Platforms", "description": "MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "keboola/keboola-mcp-server", "url": "https://github.com/keboola/keboola-mcp-server", "source_host": "github", "category": "Data Platforms", "description": "interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Leekangbum/networklytics-mcp", "url": "https://github.com/Leekangbum/networklytics-mcp", "source_host": "github", "category": "Data Platforms", "description": "YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Leekangbum/networklytics-mcp", "npm_install": "" }, { "name": "mattijsdp/dbt-docs-mcp", "url": "https://github.com/mattijsdp/dbt-docs-mcp", "source_host": "github", "category": "Data Platforms", "description": "MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mbrummerstedt/powerbi-analyst-mcp", "url": "https://github.com/mbrummerstedt/powerbi-analyst-mcp", "source_host": "github", "category": "Data Platforms", "description": "Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mbrummerstedt/powerbi-analyst-mcp", "npm_install": "" }, { "name": "meacheal-ai/mrc-data", "url": "https://github.com/meacheal-ai/mrc-data", "source_host": "github", "category": "Data Platforms", "description": "China's apparel supply chain data for AI agents. 1,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters with AATCC / ISO / GB lab-test verification.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "meal-inc/bonnard-cli", "url": "https://github.com/meal-inc/bonnard-cli", "source_host": "github", "category": "Data Platforms", "description": "Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Osseni94/keyneg-mcp", "url": "https://github.com/Osseni94/keyneg-mcp", "source_host": "github", "category": "Data Platforms", "description": "Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Osseni94/oyemi-mcp", "url": "https://github.com/Osseni94/oyemi-mcp", "source_host": "github", "category": "Data Platforms", "description": "Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "paracetamol951/caisse-enregistreuse-mcp-server", "url": "https://github.com/paracetamol951/caisse-enregistreuse-mcp-server", "source_host": "github", "category": "Data Platforms", "description": "Allows you to automate or monitor business operations, sales recorder, POS software, CRM.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "saikiyusuke/registep-mcp", "url": "https://github.com/saikiyusuke/registep-mcp", "source_host": "github", "category": "Data Platforms", "description": "AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vikramgorla/mcp-swiss", "url": "https://github.com/vikramgorla/mcp-swiss", "source_host": "github", "category": "Data Platforms", "description": "68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vikramgorla/mcp-swiss", "npm_install": "" }, { "name": "yashshingvi/databricks-genie-MCP", "url": "https://github.com/yashshingvi/databricks-genie-MCP", "source_host": "github", "category": "Data Platforms", "description": "A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "98lukehall/renoun-mcp", "url": "https://github.com/98lukehall/renoun-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@98lukehall/renoun-mcp", "npm_install": "" }, { "name": "abhiphile/fermat-mcp", "url": "https://github.com/abhiphile/fermat-mcp", "source_host": "github", "category": "Data Science Tools", "description": "The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arrismo/kaggle-mcp", "url": "https://github.com/arrismo/kaggle-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Connects to Kaggle, ability to download and analyze datasets.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "avisangle/calculator-server", "url": "https://github.com/avisangle/calculator-server", "source_host": "github", "category": "Data Science Tools", "description": "A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BlackMount-ai/blackmount-nlp-mcp", "url": "https://github.com/BlackMount-ai/blackmount-nlp-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language detection across 18 languages. Pure Python, zero heavy dependencies, 42 KB wheel. Install: `pip install blackmount-nlp-mcp`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "BlackMount-ai/blackmount-nlp-mcp", "npm_install": "" }, { "name": "bradleylab/stella-mcp", "url": "https://github.com/bradleylab/stella-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Bright-L01/networkx-mcp-server", "url": "https://github.com/Bright-L01/networkx-mcp-server", "source_host": "github", "category": "Data Science Tools", "description": "The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ChronulusAI/chronulus-mcp", "url": "https://github.com/ChronulusAI/chronulus-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Predict anything with Chronulus AI forecasting and prediction agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "clouatre-labs/math-mcp-learning-server", "url": "https://github.com/clouatre-labs/math-mcp-learning-server", "source_host": "github", "category": "Data Science Tools", "description": "Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Daichi-Kudo/llm-advisor-mcp", "url": "https://github.com/Daichi-Kudo/llm-advisor-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Daichi-Kudo/llm-advisor-mcp", "npm_install": "" }, { "name": "DataEval/dingo", "url": "https://github.com/DataEval/dingo", "source_host": "github", "category": "Data Science Tools", "description": "MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "datalayer/jupyter-mcp-server", "url": "https://github.com/datalayer/jupyter-mcp-server", "source_host": "github", "category": "Data Science Tools", "description": "Model Context Protocol (MCP) Server for Jupyter.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gpartin/WaveGuardClient", "url": "https://github.com/gpartin/WaveGuardClient", "source_host": "github", "category": "Data Science Tools", "description": "Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "WaveGuard", "npm_install": "" }, { "name": "growthbook/growthbook-mcp", "url": "https://github.com/growthbook/growthbook-mcp", "source_host": "github", "category": "Data Science Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HumanSignal/label-studio-mcp-server", "url": "https://github.com/HumanSignal/label-studio-mcp-server", "source_host": "github", "category": "Data Science Tools", "description": "Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jjsantos01/jupyter-notebook-mcp", "url": "https://github.com/jjsantos01/jupyter-notebook-mcp", "source_host": "github", "category": "Data Science Tools", "description": "connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kdqed/zaturn", "url": "https://github.com/kdqed/zaturn", "source_host": "github", "category": "Data Science Tools", "description": "Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "leap-laboratories/discovery-engine", "url": "https://github.com/leap-laboratories/discovery-engine", "source_host": "github", "category": "Data Science Tools", "description": "Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "leap-laboratories/discovery-engine", "npm_install": "" }, { "name": "mckinsey/vizro-mcp", "url": "https://github.com/mckinsey/vizro/tree/main/vizro-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Tools and templates to create validated and maintainable data charts and dashboards.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "optuna/optuna-mcp", "url": "https://github.com/optuna/optuna-mcp", "source_host": "github", "category": "Data Science Tools", "description": "Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "phisanti/MCPR", "url": "https://github.com/phisanti/MCPR", "source_host": "github", "category": "Data Science Tools", "description": "Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "phuongrealmax/code-guardian", "url": "https://github.com/phuongrealmax/code-guardian", "source_host": "github", "category": "Data Science Tools", "description": "AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pramod/kaggle", "url": "https://github.com/KrishnaPramodParupudi/kaggle-mcp-server", "source_host": "github", "category": "Data Science Tools", "description": "This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "reading-plus-ai/mcp-server-data-exploration", "url": "https://github.com/reading-plus-ai/mcp-server-data-exploration", "source_host": "github", "category": "Data Science Tools", "description": "Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ShipItAndPray/mcp-compress", "url": "https://github.com/ShipItAndPray/mcp-compress", "source_host": "github", "category": "Data Science Tools", "description": "Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ShipItAndPray/mcp-compress", "npm_install": "" }, { "name": "ShipItAndPray/mcp-turboquant", "url": "https://github.com/ShipItAndPray/mcp-turboquant", "source_host": "github", "category": "Data Science Tools", "description": "LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ShipItAndPray/mcp-turboquant", "npm_install": "" }, { "name": "subelsky/bundler_mcp", "url": "https://github.com/subelsky/bundler_mcp", "source_host": "github", "category": "Data Science Tools", "description": "Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.", "languages": [ "ruby" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Whatsonyourmind/oraclaw", "url": "https://github.com/Whatsonyourmind/oraclaw", "source_host": "github", "category": "Data Science Tools", "description": "Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 12 MCP tools. Install via `npx -y @oraclaw/mcp-server`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Whatsonyourmind/oraclaw", "npm_install": "npx -y @oraclaw/mcp-server" }, { "name": "zcaceres/markdownify-mcp", "url": "https://github.com/zcaceres/markdownify-mcp", "source_host": "github", "category": "Data Science Tools", "description": "An MCP server to convert almost any file or web content into Markdown", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KyuRish/mcp-dashboards", "url": "https://github.com/KyuRish/mcp-dashboards", "source_host": "github", "category": "Data Visualization", "description": "45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@KyuRish/mcp-dashboards", "npm_install": "" }, { "name": "nteract/semiotic", "url": "https://github.com/nteract/semiotic", "source_host": "github", "category": "Data Visualization", "description": "React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nteract/semiotic", "npm_install": "" }, { "name": "Ratnaditya-J/csvglow", "url": "https://github.com/Ratnaditya-J/csvglow", "source_host": "github", "category": "Data Visualization", "description": "Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Ratnaditya-J/csvglow", "npm_install": "" }, { "name": "subhatta123/twilize", "url": "https://github.com/subhatta123/twilize", "source_host": "github", "category": "Data Visualization", "description": "Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts, dashboards, calculated fields, dashboard actions, workbook migration, and CSV-to-dashboard pipelines. Install via `uvx twilize`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "subhatta123/twilize", "npm_install": "" }, { "name": "Aiven-Open/mcp-aiven", "url": "https://github.com/Aiven-Open/mcp-aiven", "source_host": "github", "category": "Databases", "description": "Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexanderzuev/supabase-mcp-server", "url": "https://github.com/alexander-zuev/supabase-mcp-server", "source_host": "github", "category": "Databases", "description": "Supabase MCP Server with support for SQL query execution and database exploration tools", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aliyun/alibabacloud-tablestore-mcp-server", "url": "https://github.com/aliyun/alibabacloud-tablestore-mcp-server", "source_host": "github", "category": "Databases", "description": "MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.", "languages": [ "python", "java" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "amineelkouhen/mcp-cockroachdb", "url": "https://github.com/amineelkouhen/mcp-cockroachdb", "source_host": "github", "category": "Databases", "description": "A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andyWang1688/sql-query-mcp", "url": "https://github.com/andyWang1688/sql-query-mcp", "source_host": "github", "category": "Databases", "description": "A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "andyWang1688/sql-query-mcp", "npm_install": "" }, { "name": "ArcadeData/arcadedb", "url": "https://github.com/ArcadeData/arcadedb", "source_host": "github", "category": "Databases", "description": "Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "@ArcadeData/arcade-db-multi-model-dbms", "npm_install": "" }, { "name": "benborla29/mcp-server-mysql", "url": "https://github.com/benborla/mcp-server-mysql", "source_host": "github", "category": "Databases", "description": "MySQL database integration in NodeJS with configurable access controls and schema inspection", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bram2w/baserow", "url": "https://github.com/bram2w/baserow", "source_host": "github", "category": "Databases", "description": "Baserow database integration with table search, list, and row create, read, update, and delete capabilities.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "c4pt0r/mcp-server-tidb", "url": "https://github.com/c4pt0r/mcp-server-tidb", "source_host": "github", "category": "Databases", "description": "TiDB database integration with schema inspection and query capabilities", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Canner/wren-engine", "url": "https://github.com/Canner/wren-engine", "source_host": "github", "category": "Databases", "description": "The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents", "languages": [ "python", "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "centralmind/gateway", "url": "https://github.com/centralmind/gateway", "source_host": "github", "category": "Databases", "description": "MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ChristianHinge/dicom-mcp", "url": "https://github.com/ChristianHinge/dicom-mcp", "source_host": "github", "category": "Databases", "description": "DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chroma-core/chroma-mcp", "url": "https://github.com/chroma-core/chroma-mcp", "source_host": "github", "category": "Databases", "description": "Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ClickHouse/mcp-clickhouse", "url": "https://github.com/ClickHouse/mcp-clickhouse", "source_host": "github", "category": "Databases", "description": "ClickHouse database integration with schema inspection and query capabilities", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "codeurali/mcp-dataverse", "url": "https://github.com/codeurali/mcp-dataverse", "source_host": "github", "category": "Databases", "description": "Microsoft Dataverse MCP server with 63 tools for entity CRUD, FetchXML/OData queries, metadata inspection, workflow execution, audit logs, and Power Platform integration. Zero-config device code authentication.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@codeurali/mcp-dataverse", "npm_install": "" }, { "name": "confluentinc/mcp-confluent", "url": "https://github.com/confluentinc/mcp-confluent", "source_host": "github", "category": "Databases", "description": "Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "corebasehq/coremcp", "url": "https://github.com/corebasehq/coremcp", "source_host": "github", "category": "Databases", "description": "A secure, tunnel-native database bridge for AI agents. Connects localhost & on-premise databases (MSSQL, etc.) to LLMs with AST-based query safety and PII masking.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "CoreBaseHQ/coremcp", "npm_install": "" }, { "name": "Couchbase-Ecosystem/mcp-server-couchbase", "url": "https://github.com/Couchbase-Ecosystem/mcp-server-couchbase", "source_host": "github", "category": "Databases", "description": "Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cr7258/elasticsearch-mcp-server", "url": "https://github.com/cr7258/elasticsearch-mcp-server", "source_host": "github", "category": "Databases", "description": "MCP Server implementation that provides Elasticsearch interaction", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "crystaldba/postgres-mcp", "url": "https://github.com/crystaldba/postgres-mcp", "source_host": "github", "category": "Databases", "description": "All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Dataring-engineering/mcp-server-trino", "url": "https://github.com/Dataring-engineering/mcp-server-trino", "source_host": "github", "category": "Databases", "description": "Trino MCP Server to query and access data from Trino Clusters.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "davewind/mysql-mcp-server", "url": "https://github.com/dave-wind/mysql-mcp-server", "source_host": "github", "category": "Databases", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "designcomputer/mysql_mcp_server", "url": "https://github.com/designcomputer/mysql_mcp_server", "source_host": "github", "category": "Databases", "description": "MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "domdomegg/airtable-mcp-server", "url": "https://github.com/domdomegg/airtable-mcp-server", "source_host": "github", "category": "Databases", "description": "Airtable database integration with schema inspection, read and write capabilities", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "edwinbernadus/nocodb-mcp-server", "url": "https://github.com/edwinbernadus/nocodb-mcp-server", "source_host": "github", "category": "Databases", "description": "Nocodb database integration, read and write capabilities", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ergut/mcp-bigquery-server", "url": "https://github.com/ergut/mcp-bigquery-server", "source_host": "github", "category": "Databases", "description": "Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "f4ww4z/mcp-mysql-server", "url": "https://github.com/f4ww4z/mcp-mysql-server", "source_host": "github", "category": "Databases", "description": "Node.js-based MySQL database integration that provides secure MySQL database operations", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferrants/memvid-mcp-server", "url": "https://github.com/ferrants/memvid-mcp-server", "source_host": "github", "category": "Databases", "description": "Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fireproof-storage/mcp-database-server", "url": "https://github.com/fireproof-storage/mcp-database-server", "source_host": "github", "category": "Databases", "description": "Fireproof ledger database with multi-user sync", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "freema/mcp-gsheets", "url": "https://github.com/freema/mcp-gsheets", "source_host": "github", "category": "Databases", "description": "MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "FreePeak/db-mcp-server", "url": "https://github.com/FreePeak/db-mcp-server", "source_host": "github", "category": "Databases", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "furey/mongodb-lens", "url": "https://github.com/furey/mongodb-lens", "source_host": "github", "category": "Databases", "description": "MongoDB Lens: Full Featured MCP Server for MongoDB Databases", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gannonh/firebase-mcp", "url": "https://github.com/gannonh/firebase-mcp", "source_host": "github", "category": "Databases", "description": "Firebase services including Auth, Firestore and Storage.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "get-convex/convex-backend", "url": "https://stack.convex.dev/convex-mcp-server", "source_host": "other", "category": "Databases", "description": "Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GetMystAdmin/urdb-mcp", "url": "https://github.com/GetMystAdmin/urdb-mcp", "source_host": "github", "category": "Databases", "description": "Search URDB's product integrity database for integrity scores, enshittification events, and change tracking across consumer products", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "GetMystAdmin/urdb-mcp", "npm_install": "" }, { "name": "gigamori/mcp-run-sql-connectorx", "url": "https://github.com/gigamori/mcp-run-sql-connectorx", "source_host": "github", "category": "Databases", "description": "An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "googleapis/genai-toolbox", "url": "https://github.com/googleapis/genai-toolbox", "source_host": "github", "category": "Databases", "description": "Open source MCP server specializing in easy, fast, and secure tools for Databases.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GreptimeTeam/greptimedb-mcp-server", "url": "https://github.com/GreptimeTeam/greptimedb-mcp-server", "source_host": "github", "category": "Databases", "description": "MCP Server for querying GreptimeDB.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hannesrudolph/sqlite-explorer-fastmcp-mcp-server", "url": "https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server", "source_host": "github", "category": "Databases", "description": "An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "henilcalagiya/google-sheets-mcp", "url": "https://github.com/henilcalagiya/google-sheets-mcp", "source_host": "github", "category": "Databases", "description": "Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hydrolix/mcp-hydrolix", "url": "https://github.com/hydrolix/mcp-hydrolix", "source_host": "github", "category": "Databases", "description": "Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "idoru/influxdb-mcp-server", "url": "https://github.com/idoru/influxdb-mcp-server", "source_host": "github", "category": "Databases", "description": "Run queries against InfluxDB OSS API v2.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "InfluxData/influxdb3_mcp_server", "url": "https://github.com/influxdata/influxdb3_mcp_server", "source_host": "github", "category": "Databases", "description": "Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "isaacwasserman/mcp-snowflake-server", "url": "https://github.com/isaacwasserman/mcp-snowflake-server", "source_host": "github", "category": "Databases", "description": "Snowflake integration implementing read and (optional) write operations as well as insight tracking", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "iunera/druid-mcp-server", "url": "https://github.com/iunera/druid-mcp-server", "source_host": "github", "category": "Databases", "description": "Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.", "languages": [ "java" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "izzzzzi/izTolkMcp", "url": "https://github.com/izzzzzi/izTolkMcp", "source_host": "github", "category": "Databases", "description": "MCP server for the Tolk smart contract compiler on TON blockchain. Compile, syntax-check, and generate deployment deeplinks for TON contracts directly from AI assistants.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "izzzzzi/iz-tolk-mcp", "npm_install": "" }, { "name": "JaviMaligno/postgres_mcp", "url": "https://github.com/JaviMaligno/postgres_mcp", "source_host": "github", "category": "Databases", "description": "PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joshuarileydev/supabase-mcp-server", "url": "https://github.com/joshuarileydev/supabase", "source_host": "github", "category": "Databases", "description": "Supabase MCP Server for managing and creating projects and organisations in Supabase", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jovezhong/mcp-timeplus", "url": "https://github.com/jovezhong/mcp-timeplus", "source_host": "github", "category": "Databases", "description": "MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jparkerweb/mcp-sqlite", "url": "https://github.com/jparkerweb/mcp-sqlite", "source_host": "github", "category": "Databases", "description": "Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KashiwaByte/vikingdb-mcp-server", "url": "https://github.com/KashiwaByte/vikingdb-mcp-server", "source_host": "github", "category": "Databases", "description": "VikingDB integration with collection and index introduction, vector store and search capabilities.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kiliczsh/mcp-mongo-server", "url": "https://github.com/kiliczsh/mcp-mongo-server", "source_host": "github", "category": "Databases", "description": "A Model Context Protocol Server for MongoDB", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ktanaka101/mcp-server-duckdb", "url": "https://github.com/ktanaka101/mcp-server-duckdb", "source_host": "github", "category": "Databases", "description": "DuckDB database integration with schema inspection and query capabilities", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LucasHild/mcp-server-bigquery", "url": "https://github.com/LucasHild/mcp-server-bigquery", "source_host": "github", "category": "Databases", "description": "BigQuery database integration with schema inspection and query capabilities", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mbentham/SqlAugur", "url": "https://github.com/mbentham/SqlAugur", "source_host": "github", "category": "Databases", "description": "SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "memgraph/mcp-memgraph", "url": "https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph", "source_host": "github", "category": "Databases", "description": "includes a tool to run a query against Memgraph and a schema resource.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Michael2150/flamerobin-mcp-server", "url": "https://github.com/Michael2150/flamerobin-mcp-server", "source_host": "github", "category": "Databases", "description": "Firebird database MCP server that reads connection details from [FlameRobin's](http://www.flamerobin.org/) config — no credential setup required. Access all locally registered databases in one session with full schema introspection, DDL/DML execution, execution plans, and missing index analysis.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Michael2150/flamerobin-mcp-server", "npm_install": "" }, { "name": "modelcontextprotocol/server-postgres", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/postgres", "source_host": "github", "category": "Databases", "description": "PostgreSQL database integration with schema inspection and query capabilities", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-sqlite", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/sqlite", "source_host": "github", "category": "Databases", "description": "SQLite database operations with built-in analysis features", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "montumodi/mongodb-atlas-mcp-server", "url": "https://github.com/montumodi/mongodb-atlas-mcp-server", "source_host": "github", "category": "Databases", "description": "A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. This server wraps the `mongodb-atlas-api-client` package to expose MongoDB Atlas functionality through MCP tools.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "neo4j-contrib/mcp-neo4j", "url": "https://github.com/neo4j-contrib/mcp-neo4j", "source_host": "github", "category": "Databases", "description": "Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "neondatabase/mcp-server-neon", "url": "https://github.com/neondatabase/mcp-server-neon", "source_host": "github", "category": "Databases", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "niledatabase/nile-mcp-server", "url": "https://github.com/niledatabase/nile-mcp-server", "source_host": "github", "category": "Databases", "description": "Manage and query Postgres databases, tenants, users, auth using LLMs", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ofershap/mcp-server-sqlite", "url": "https://github.com/ofershap/mcp-server-sqlite", "source_host": "github", "category": "Databases", "description": "SQLite operations — query databases, inspect schemas, explain queries, and export data.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-sqlite", "npm_install": "" }, { "name": "openlink/mcp-server-jdbc", "url": "https://github.com/OpenLinkSoftware/mcp-jdbc-server", "source_host": "github", "category": "Databases", "description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "openlink/mcp-server-odbc", "url": "https://github.com/OpenLinkSoftware/mcp-odbc-server", "source_host": "github", "category": "Databases", "description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "openlink/mcp-server-sqlalchemy", "url": "https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server", "source_host": "github", "category": "Databases", "description": "An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pab1it0/adx-mcp-server", "url": "https://github.com/pab1it0/adx-mcp-server", "source_host": "github", "category": "Databases", "description": "Query and analyze Azure Data Explorer databases", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pab1it0/prometheus-mcp-server", "url": "https://github.com/pab1it0/prometheus-mcp-server", "source_host": "github", "category": "Databases", "description": "Query and analyze Prometheus, open-source monitoring system.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pgtuner_mcp", "url": "https://github.com/isdaniel/pgtuner_mcp", "source_host": "github", "category": "Databases", "description": "provides AI-powered PostgreSQL performance tuning capabilities.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pilat/mcp-datalink", "url": "https://github.com/pilat/mcp-datalink", "source_host": "github", "category": "Databases", "description": "MCP server for secure database access (PostgreSQL, MySQL, SQLite) with parameterized queries and schema inspection", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "planetscale/mcp", "url": "https://github.com/planetscale/cli?tab=readme-ov-file#mcp-server-integration", "source_host": "github", "category": "Databases", "description": "The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "prisma/mcp", "url": "https://github.com/prisma/mcp", "source_host": "github", "category": "Databases", "description": "Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qdrant/mcp-server-qdrant", "url": "https://github.com/qdrant/mcp-server-qdrant", "source_host": "github", "category": "Databases", "description": "A Qdrant MCP server", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuantGeekDev/mongo-mcp", "url": "https://github.com/QuantGeekDev/mongo-mcp", "source_host": "github", "category": "Databases", "description": "MongoDB integration that enables LLMs to interact directly with databases.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "quarkiverse/mcp-server-jdbc", "url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc", "source_host": "github", "category": "Databases", "description": "Connect to any JDBC-compatible database and query, insert, update, delete, and more.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rashidazarang/airtable-mcp", "url": "https://github.com/rashidazarang/airtable-mcp", "source_host": "github", "category": "Databases", "description": "Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "redis/mcp-redis", "url": "https://github.com/redis/mcp-redis", "source_host": "github", "category": "Databases", "description": "The Redis official MCP Server offers an interface to manage and search data in Redis.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "runekaagaard/mcp-alchemy", "url": "https://github.com/runekaagaard/mcp-alchemy", "source_host": "github", "category": "Databases", "description": "Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "s2-streamstore/s2-sdk-typescript", "url": "https://github.com/s2-streamstore/s2-sdk-typescript", "source_host": "github", "category": "Databases", "description": "Official MCP server for the S2.dev serverless stream platform.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "schemacrawler/SchemaCrawler-MCP-Server-Usage", "url": "https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage", "source_host": "github", "category": "Databases", "description": "", "languages": [ "java" ], "scopes": [], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SidneyBissoli/ibge-br-mcp", "url": "https://github.com/SidneyBissoli/ibge-br-mcp", "source_host": "github", "category": "Databases", "description": "Brazilian Census Bureau (IBGE) data server with 23 tools for demographics, geography, economics, and statistics. Covers localities, SIDRA tables, Census data, population projections, and geographic meshes.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sirmews/mcp-pinecone", "url": "https://github.com/sirmews/mcp-pinecone", "source_host": "github", "category": "Databases", "description": "Pinecone integration with vector search capabilities", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "skysqlinc/skysql-mcp", "url": "https://github.com/skysqlinc/skysql-mcp", "source_host": "github", "category": "Databases", "description": "Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Snowflake-Labs/mcp", "url": "https://github.com/Snowflake-Labs/mcp", "source_host": "github", "category": "Databases", "description": "Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "subnetmarco/pgmcp", "url": "https://github.com/subnetmarco/pgmcp", "source_host": "github", "category": "Databases", "description": "Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "supabase-community/supabase-mcp", "url": "https://github.com/supabase-community/supabase-mcp", "source_host": "github", "category": "Databases", "description": "Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TheRaLabs/legion-mcp", "url": "https://github.com/TheRaLabs/legion-mcp", "source_host": "github", "category": "Databases", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ThinAirTelematics/thinair-data", "url": "https://github.com/ThinAirTelematics/thinair-data", "source_host": "github", "category": "Databases", "description": "Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema introspection, optimization, migrations, PII scan, and more. Hosted MCP server with OAuth 2.0 + Bearer auth, free trial available.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ThinAirTelematics/thinair-data", "npm_install": "" }, { "name": "tradercjz/dolphindb-mcp-server", "url": "https://github.com/tradercjz/dolphindb-mcp-server", "source_host": "github", "category": "Databases", "description": "TDolphinDB database integration with schema inspection and query capabilities", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tuannvm/mcp-trino", "url": "https://github.com/tuannvm/mcp-trino", "source_host": "github", "category": "Databases", "description": "A Go implementation of a Model Context Protocol (MCP) server for Trino", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "VictoriaMetrics-Community/mcp-victorialogs", "url": "https://github.com/VictoriaMetrics-Community/mcp-victorialogs", "source_host": "github", "category": "Databases", "description": "Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "weaviate/mcp-server-weaviate", "url": "https://github.com/weaviate/mcp-server-weaviate", "source_host": "github", "category": "Databases", "description": "An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wenb1n-dev/mysql_mcp_server_pro", "url": "https://github.com/wenb1n-dev/mysql_mcp_server_pro", "source_host": "github", "category": "Databases", "description": "Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wenb1n-dev/SmartDB_MCP", "url": "https://github.com/wenb1n-dev/SmartDB_MCP", "source_host": "github", "category": "Databases", "description": "A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extension by developers.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wenerme/wener-mssql-mcp", "url": "https://github.com/wenerme/wode/tree/develop/packages/wener-mssql-mcp", "source_host": "github", "category": "Databases", "description": "MSSQL database integration with schema inspection and query capabilities", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wklee610/kafka-mcp", "url": "https://github.com/wklee610/kafka-mcp", "source_host": "github", "category": "Databases", "description": "MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely manage offsets (reset, rewind).", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "wklee610/kafka-mcp", "npm_install": "" }, { "name": "xexr/mcp-libsql", "url": "https://github.com/Xexr/mcp-libsql", "source_host": "github", "category": "Databases", "description": "Production-ready MCP server for libSQL databases with comprehensive security and management tools.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "XGenerationLab/xiyan_mcp_server", "url": "https://github.com/XGenerationLab/xiyan_mcp_server", "source_host": "github", "category": "Databases", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xing5/mcp-google-sheets", "url": "https://github.com/xing5/mcp-google-sheets", "source_host": "github", "category": "Databases", "description": "A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yannbrrd/simple_snowflake_mcp", "url": "https://github.com/YannBrrd/simple_snowflake_mcp", "source_host": "github", "category": "Databases", "description": "Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ydb/ydb-mcp", "url": "https://github.com/ydb-platform/ydb-mcp", "source_host": "github", "category": "Databases", "description": "MCP server for interacting with [YDB](https://ydb.tech) databases", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yincongcyincong/VictoriaMetrics-mcp-server", "url": "https://github.com/yincongcyincong/VictoriaMetrics-mcp-server", "source_host": "github", "category": "Databases", "description": "An MCP server for interacting with VictoriaMetrics database.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Zhwt/go-mcp-mysql", "url": "https://github.com/Zhwt/go-mcp-mysql", "source_host": "github", "category": "Databases", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zilliztech/mcp-server-milvus", "url": "https://github.com/zilliztech/mcp-server-milvus", "source_host": "github", "category": "Databases", "description": "MCP Server for Milvus / Zilliz, making it possible to interact with your database.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aarsiv-groups/shipi-mcp-server", "url": "https://github.com/aarsiv-groups/shipi-mcp-server", "source_host": "github", "category": "Delivery", "description": "Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arthurpanhku/DragonMCP", "url": "https://github.com/arthurpanhku/DragonMCP", "source_host": "github", "category": "Delivery", "description": "MCP server for Greater China local life services: Meituan/Ele.me food delivery, Didi/Meituan ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 high-speed rail, Taobao/JD/Xianyu e-commerce, Hong Kong government e-services, and more.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "arthurpanhku/dragon-mcp", "npm_install": "" }, { "name": "catrinmdonnelly/royalmail-mcp", "url": "https://github.com/catrinmdonnelly/royalmail-mcp", "source_host": "github", "category": "Delivery", "description": "Book, label, track and cancel Royal Mail and Parcelforce shipments. 33 UK and international services via friendly keys or raw Service Register codes. `npx royalmail-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "catrinmdonnelly/royalmail-mcp", "npm_install": "npx royalmail-mcp" }, { "name": "jordandalton/doordash-mcp-server", "url": "https://github.com/JordanDalton/DoorDash-MCP-Server", "source_host": "github", "category": "Delivery", "description": "", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Yang1Bai/claw-tsaver", "url": "https://github.com/Yang1Bai/claw-tsaver", "source_host": "github", "category": "Delivery", "description": "Token-saving MCP proxy that intercepts oversized tool returns and replaces them with a preview + on-demand handle. Real benchmark: 11,507 tokens → 104 tokens (99.1% saved) on a Wikipedia fetch. Works with OpenClaw + Claude.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "21st-dev/Magic-MCP", "url": "https://github.com/21st-dev/magic-mcp", "source_host": "github", "category": "Developer Tools", "description": "Create crafted UI components inspired by the best 21st.dev design engineers.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "3KniGHtcZ/codebeamer-mcp", "url": "https://github.com/3KniGHtcZ/codebeamer-mcp", "source_host": "github", "category": "Developer Tools", "description": "Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "3KniGHtcZ/codebeamer-mcp", "npm_install": "" }, { "name": "a-25/ios-mcp-code-quality-server", "url": "https://github.com/a-25/ios-mcp-code-quality-server", "source_host": "github", "category": "Developer Tools", "description": "iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AaronVick/ECHO_RIFT_MCP", "url": "https://github.com/AaronVick/ECHO_RIFT_MCP", "source_host": "github", "category": "Developer Tools", "description": "MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aashari/mcp-server-atlassian-bitbucket", "url": "https://github.com/aashari/mcp-server-atlassian-bitbucket", "source_host": "github", "category": "Developer Tools", "description": "Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aashari/mcp-server-atlassian-confluence", "url": "https://github.com/aashari/mcp-server-atlassian-confluence", "source_host": "github", "category": "Developer Tools", "description": "Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aashari/mcp-server-atlassian-jira", "url": "https://github.com/aashari/mcp-server-atlassian-jira", "source_host": "github", "category": "Developer Tools", "description": "Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "abrinsmead/mindpilot-mcp", "url": "https://github.com/abrinsmead/mindpilot-mcp", "source_host": "github", "category": "Developer Tools", "description": "Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to \"show me this in a diagram\".", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Adityaaery20/media-mcp", "url": "https://github.com/Adityaaery20/media-mcp", "source_host": "github", "category": "Developer Tools", "description": "Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "admica/FileScopeMCP", "url": "https://github.com/admica/FileScopeMCP", "source_host": "github", "category": "Developer Tools", "description": "Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.", "languages": [ "python", "typescript", "rust" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "agent-hanju/char-index-mcp", "url": "https://github.com/agent-hanju/char-index-mcp", "source_host": "github", "category": "Developer Tools", "description": "Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "agenticempire/axint", "url": "https://github.com/agenticempire/axint", "source_host": "github", "category": "Developer Tools", "description": "Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "agenticempire/axint", "npm_install": "" }, { "name": "AgiMaulana/HuaweiAppGalleryMcp", "url": "https://github.com/AgiMaulana/HuaweiAppGalleryMcp", "source_host": "github", "category": "Developer Tools", "description": "Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AgiMaulana/HuaweiAppGalleryMcp", "npm_install": "" }, { "name": "AI-by-design/primitiv", "url": "https://github.com/AI-by-design/primitiv", "source_host": "github", "category": "Developer Tools", "description": "Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth over MCP so every agent gets the same authoritative design rules before it builds. Local-first — your code never leaves your machine.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AI-by-design/primitiv", "npm_install": "" }, { "name": "aidemd-mcp/server", "url": "https://github.com/aidemd-mcp/server", "source_host": "github", "category": "Developer Tools", "description": "Structured `.aide` spec files that give AI agents progressive disclosure into your codebase architecture via MCP.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "aidemd-mcp/server", "npm_install": "" }, { "name": "ajitpratap0/GoSQLX", "url": "https://github.com/ajitpratap0/GoSQLX", "source_host": "github", "category": "Developer Tools", "description": "no install needed. 1.25M+ ops/sec, 6 SQL dialects.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ajitpratap0/GoSQLX", "npm_install": "" }, { "name": "akramIOT/MCP_AI_SOC_Sher", "url": "https://github.com/akramIOT/MCP_AI_SOC_Sher", "source_host": "github", "category": "Developer Tools", "description": "MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aktsmm/skill-ninja-mcp-server", "url": "https://github.com/aktsmm/skill-ninja-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alimo7amed93/webhook-tester-mcp", "url": "https://github.com/alimo7amed93/webhook-tester-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ambar/simctl-mcp", "url": "https://github.com/ambar/simctl-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andrewschreiber/desktopinsights-mcp", "url": "https://github.com/andrewschreiber/desktopinsights-mcp", "source_host": "github", "category": "Developer Tools", "description": "Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "andrewschreiber/desktopinsights-mcp", "npm_install": "" }, { "name": "aparajithn/agent-utils-mcp", "url": "https://github.com/aparajithn/agent-utils-mcp", "source_host": "github", "category": "Developer Tools", "description": "Swiss-army-knife utility server for AI agents. 18 tools including JSON validation, base64, hashing, UUID generation, regex testing, markdown conversion, datetime conversion, cron parsing, CSV/JSON conversion, JWT decoding, and more. Streamable HTTP MCP + REST API with x402 micropayments.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@aparajithn/agent-utils-mcp", "npm_install": "" }, { "name": "api7/apisix-mcp", "url": "https://github.com/api7/apisix-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ArchAI-Labs/fastmcp-sonarqube-metrics", "url": "https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "artmann/package-registry-mcp", "url": "https://github.com/artmann/package-registry-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arvindand/maven-tools-mcp", "url": "https://github.com/arvindand/maven-tools-mcp", "source_host": "github", "category": "Developer Tools", "description": "Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.", "languages": [ "java" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "augmnt/augments-mcp-server", "url": "https://github.com/augmnt/augments-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "automation-ai-labs/mcp-link", "url": "https://github.com/automation-ai-labs/mcp-link", "source_host": "github", "category": "Developer Tools", "description": "Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "avisangle/jenkins-mcp-server", "url": "https://github.com/avisangle/jenkins-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "axliupore/mcp-code-runner", "url": "https://github.com/axliupore/mcp-code-runner", "source_host": "github", "category": "Developer Tools", "description": "An MCP server for running code locally via Docker and supporting multiple programming languages.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "azer/react-analyzer-mcp", "url": "https://github.com/azer/react-analyzer-mcp", "source_host": "github", "category": "Developer Tools", "description": "Analyze React code locally, generate docs / llm.txt for whole project at once", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "back1ply/agent-skill-loader", "url": "https://github.com/back1ply/agent-skill-loader", "source_host": "github", "category": "Developer Tools", "description": "Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bbonnin/openapi-to-mcp", "url": "https://github.com/bbonnin/openapi-to-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "benswel/qr-agent-core", "url": "https://github.com/benswel/qr-agent-core", "source_host": "github", "category": "Developer Tools", "description": "Dynamic QR code service for AI agents. Create, update, track, and retarget QR codes without regenerating images. 37 tools covering 11 QR types, one-command install via `npx qr-for-agent`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "benswel/qr-agent-core", "npm_install": "npx qr-for-agent" }, { "name": "BetterDB-inc/monitor", "url": "https://github.com/BetterDB-inc/monitor", "source_host": "github", "category": "Developer Tools", "description": "Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "BetterDB-inc/monitor", "npm_install": "" }, { "name": "bgauryy/octocode-mcp", "url": "https://github.com/bgauryy/octocode-mcp", "source_host": "github", "category": "Developer Tools", "description": "AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bitrise-io/bitrise-mcp", "url": "https://github.com/bitrise-io/bitrise-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "blackwell-systems/agent-lsp", "url": "https://github.com/blackwell-systems/agent-lsp", "source_host": "github", "category": "Developer Tools", "description": "Stateful MCP server over real language servers. 50 tools, 30 CI-verified languages, 20 agent workflows. Persistent sessions keep the index warm across files and projects. Speculative execution simulates edits in memory before writing to disk.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "blackwell-systems/agent-lsp", "npm_install": "" }, { "name": "BrainGrid MCP", "url": "https://docs.braingrid.ai/mcp-server/installation", "source_host": "other", "category": "Developer Tools", "description": "", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BrunoKrugel/echo-mcp", "url": "https://github.com/BrunoKrugel/echo-mcp", "source_host": "github", "category": "Developer Tools", "description": "A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.", "languages": [ "go" ], "scopes": [ "cloud", "embedded" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "buildkite/buildkite-mcp-server", "url": "https://github.com/buildkite/buildkite-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cerebrixos-org/tuning-engines-cli", "url": "https://github.com/cerebrixos-org/tuning-engines-cli", "source_host": "github", "category": "Developer Tools", "description": "Domain-specific fine-tuning of open-source LLMs and SLMs with zero infrastructure. Specialized tuning agents deliver sovereign models trained on your data. Supports Qwen, Llama, DeepSeek, Mistral, Gemma 1B-72B. LoRA, QLoRA, full fine-tuning. Cost estimation, model management, S3 export.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "cerebrixos-org/tuning-engines-cli", "npm_install": "" }, { "name": "Chunkydotdev/bldbl-mcp", "url": "https://github.com/chunkydotdev/bldbl-mcp", "source_host": "github", "category": "Developer Tools", "description": "Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "CircleCI/mcp-server-circleci", "url": "https://github.com/CircleCI-Public/mcp-server-circleci", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cjo4m06/mcp-shrimp-task-manager", "url": "https://github.com/cjo4m06/mcp-shrimp-task-manager", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ckanthony/gin-mcp", "url": "https://github.com/ckanthony/gin-mcp", "source_host": "github", "category": "Developer Tools", "description": "A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.", "languages": [ "go" ], "scopes": [ "cloud", "embedded" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ckreiling/mcp-server-docker", "url": "https://github.com/ckreiling/mcp-server-docker", "source_host": "github", "category": "Developer Tools", "description": "Integrate with Docker to manage containers, images, volumes, and networks.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ClaudeCodeNavi/claudecodenavi-mcp", "url": "https://github.com/saikiyusuke/claudecodenavi-mcp", "source_host": "github", "category": "Developer Tools", "description": "Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server configurations from the ClaudeCodeNavi community.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "CodeLogicIncEngineering/codelogic-mcp-server", "url": "https://github.com/CodeLogicIncEngineering/codelogic-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Comet-ML/Opik-MCP", "url": "https://github.com/comet-ml/opik-mcp", "source_host": "github", "category": "Developer Tools", "description": "Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "conan-io/conan-mcp", "url": "https://github.com/conan-io/conan-mcp", "source_host": "github", "category": "Developer Tools", "description": "Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ConfigCat/mcp-server", "url": "https://github.com/configcat/mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Contentrain/ai", "url": "https://github.com/Contentrain/ai", "source_host": "github", "category": "Developer Tools", "description": "Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Contentrain/ai", "npm_install": "" }, { "name": "context-rot-detection", "url": "https://github.com/milos-product-maker/context-rot-detection", "source_host": "github", "category": "Developer Tools", "description": "Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cqfn/aibolit-mcp-server", "url": "https://github.com/cqfn/aibolit-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'", "languages": [ "java" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "CSCSoftware/AiDex", "url": "https://github.com/CSCSoftware/AiDex", "source_host": "github", "category": "Developer Tools", "description": "Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "currents-dev/currents-mcp", "url": "https://github.com/currents-dev/currents-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Daghis/teamcity-mcp", "url": "https://github.com/Daghis/teamcity-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dannote/figma-use", "url": "https://github.com/dannote/figma-use", "source_host": "github", "category": "Developer Tools", "description": "Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "darktw/chatpipe-mcp", "url": "https://github.com/darktw/chatpipe-mcp", "source_host": "github", "category": "Developer Tools", "description": "Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected, email-restricted).", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "darktw/chatpipe-mcp", "npm_install": "" }, { "name": "davidan90/time-node-mcp", "url": "https://github.com/davidan90/time-node-mcp", "source_host": "github", "category": "Developer Tools", "description": "Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "davidlin2k/pox-mcp-server", "url": "https://github.com/davidlin2k/pox-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server for the POX SDN controller to provides network control and management capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "delano/postman-mcp-server", "url": "https://github.com/delano/postman-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "delimit-ai/delimit", "url": "https://github.com/delimit-ai/delimit", "source_host": "github", "category": "Developer Tools", "description": "API governance server that detects breaking changes in OpenAPI specs. Diffs two spec versions, applies configurable policy rules (strict/default/relaxed), and returns structured pass/fail verdicts. 23 change types, 10 breaking. Supports OpenAPI 3.0, 3.1, and Swagger 2.0.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "delimit-ai/delimit", "npm_install": "" }, { "name": "deploy-mcp/deploy-mcp", "url": "https://github.com/alexpota/deploy-mcp", "source_host": "github", "category": "Developer Tools", "description": "Universal deployment tracker for AI assistants with live status badges and deployment monitoring", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "DigiCatalyst-Systems/dep-diff-mcp", "url": "https://github.com/DigiCatalyst-Systems/dep-diff-mcp", "source_host": "github", "category": "Developer Tools", "description": "Translates a lockfile diff (npm, PyPI) into a human-readable upgrade plan. Point it at a Dependabot PR and get back semver classification, breaking changes from GitHub release notes, CVEs fixed in range, migration links, and a per-package recommendation. Bulk tool ranks up to 50 changes by risk (security > caution > review > likely-safe > safe). Install via `npx -y @digicatalyst/dep-diff-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "DigiCatalyst-Systems/dep-diff-mcp", "npm_install": "npx -y @digicatalyst/dep-diff-mcp" }, { "name": "docker/hub-mcp", "url": "https://github.com/docker/hub-mcp", "source_host": "github", "category": "Developer Tools", "description": "Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dorukardahan/twitterapi-docs-mcp", "url": "https://github.com/dorukardahan/twitterapi-docs-mcp", "source_host": "github", "category": "Developer Tools", "description": "Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "drhalto/agentmako", "url": "https://github.com/drhalto/agentmako", "source_host": "github", "category": "Developer Tools", "description": "Local-first codebase intelligence engine. Gives coding agents structured context packets, indexed code/schema facts, and diagnostics over MCP, backed by a local SQLite store — so agents stop rediscovering your repo with raw grep. Optional Postgres/Supabase awareness and a bundled Claude Code plugin.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "drhalto/agentmako", "npm_install": "" }, { "name": "drumst0ck/uploadkit", "url": "https://github.com/drumst0ck/uploadkit", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": true, "glama_server_path": "drumst0ck/uploadkit", "npm_install": "" }, { "name": "efremidze/swift-patterns-mcp", "url": "https://github.com/efremidze/swift-patterns-mcp", "source_host": "github", "category": "Developer Tools", "description": "An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ellmos-ai/ellmos-codecommander-mcp", "url": "https://github.com/ellmos-ai/ellmos-codecommander-mcp", "source_host": "github", "category": "Developer Tools", "description": "Developer-focused MCP server for code analysis, JSON repair, encoding fixes, and import organization across local projects.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ellmos-ai/ellmos-codecommander-mcp", "npm_install": "" }, { "name": "Elmoaid/TempoGraph", "url": "https://github.com/Elmoaid/TempoGraph", "source_host": "github", "category": "Developer Tools", "description": "Code graph context engine with 24 MCP tools for structural code intelligence. Tree-sitter parsing for 170+ languages, dependency graphs, blast radius, hotspots, dead code, and adaptive context injection. Benchmarked +27% F1 on change-localization.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Elmoaid/TempoGraph", "npm_install": "" }, { "name": "endiagram/mcp", "url": "https://github.com/dushyant30suthar/endiagram-mcp", "source_host": "github", "category": "Developer Tools", "description": "Structural analysis for any system — 12 deterministic graph tools (topology, bottlenecks, blast radius, trace, diff, centrality) from EN syntax descriptions. No AI inside the computation. Install: `npx @endiagram/mcp`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dushyant30suthar/endiagram-mcp", "npm_install": "npx @endiagram/mcp" }, { "name": "endorhq/cli", "url": "https://github.com/endorhq/cli", "source_host": "github", "category": "Developer Tools", "description": "Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ericbrown/project-context-mcp", "url": "https://github.com/ericbrown/project-context-mcp", "source_host": "github", "category": "Developer Tools", "description": "Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ethbak/icon-composer-mcp", "url": "https://github.com/ethbak/icon-composer-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for Apple's Icon Composer: programmatically create .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for icon creation, glass effect tuning, dark mode appearances, and App Store export.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ethbak/icon-composer-mcp", "npm_install": "" }, { "name": "EtienneChollet/ontomics", "url": "https://github.com/EtienneChollet/ontomics", "source_host": "github", "category": "Developer Tools", "description": "Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "EtienneChollet/ontomics", "npm_install": "" }, { "name": "etsd-tech/mcp-pointer", "url": "https://github.com/etsd-tech/mcp-pointer", "source_host": "github", "category": "Developer Tools", "description": "Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "eyaltoledano/claude-task-master", "url": "https://github.com/eyaltoledano/claude-task-master", "source_host": "github", "category": "Developer Tools", "description": "AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "eyaushev/swagger-testcase-mcp", "url": "https://github.com/eyaushev/swagger-testcase-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories (happy path, validation, auth, error handling, boundary, security injection, idempotency, pagination/concurrency) with export to Markdown, Gherkin, Postman, k6, pytest, Allure, and TestRail.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "eyaushev/swagger-testcase-mcp", "npm_install": "" }, { "name": "fantasieleven-code/callout", "url": "https://github.com/fantasieleven-code/callout", "source_host": "github", "category": "Developer Tools", "description": "Multi-perspective architecture review for AI-assisted development. Nine expert viewpoints (CTO, Security, Product, DevOps, Customer, Strategy, Investor, Unicorn Founder, Solo Entrepreneur) analyze your project and produce actionable findings. Includes AI collaboration coaching and quantitative idea scoring.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "fantasieleven-code/callout-dev", "npm_install": "" }, { "name": "flipt-io/mcp-server-flipt", "url": "https://github.com/flipt-io/mcp-server-flipt", "source_host": "github", "category": "Developer Tools", "description": "Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "flytohub/flyto-core", "url": "https://github.com/flytohub/flyto-core", "source_host": "github", "category": "Developer Tools", "description": "Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@flytohub/flyto-core", "npm_install": "" }, { "name": "freema/mcp-design-system-extractor", "url": "https://github.com/freema/mcp-design-system-extractor", "source_host": "github", "category": "Developer Tools", "description": "Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GeiserX/atlassian-browser-mcp", "url": "https://github.com/GeiserX/atlassian-browser-mcp", "source_host": "github", "category": "Developer Tools", "description": "Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/atlassian-browser-mcp", "npm_install": "" }, { "name": "GeiserX/lynxprompt-mcp", "url": "https://github.com/GeiserX/lynxprompt-mcp", "source_host": "github", "category": "Developer Tools", "description": "Go-based MCP server for LynxPrompt prompt management. Create, search, and organize AI prompts and AGENTS.md/CLAUDE.md configuration files. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/lynxprompt-mcp", "npm_install": "" }, { "name": "getmockd/mockd", "url": "https://github.com/getmockd/mockd", "source_host": "github", "category": "Developer Tools", "description": "Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with chaos engineering, stateful CRUD, 8 import formats (OpenAPI, Postman, HAR, WireMock, cURL, Mockoon, WSDL), and deterministic seeded responses.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "getmockd/mockd", "npm_install": "" }, { "name": "gitkraken/gk-cli", "url": "https://github.com/gitkraken/gk-cli", "source_host": "github", "category": "Developer Tools", "description": "A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GLips/Figma-Context-MCP", "url": "https://github.com/GLips/Figma-Context-MCP", "source_host": "github", "category": "Developer Tools", "description": "Provide coding agents direct access to Figma data to help them one-shot design implementation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gofireflyio/firefly-mcp", "url": "https://github.com/gofireflyio/firefly-mcp", "source_host": "github", "category": "Developer Tools", "description": "Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gorosun/unified-diff-mcp", "url": "https://github.com/gorosun/unified-diff-mcp", "source_host": "github", "category": "Developer Tools", "description": "Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Govcraft/rust-docs-mcp-server", "url": "https://github.com/Govcraft/rust-docs-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "grahamrowe82/pt-edge", "url": "https://github.com/grahamrowe82/pt-edge", "source_host": "github", "category": "Developer Tools", "description": "AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and semantic search across AI repos, HuggingFace models/datasets, and public APIs.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "grahamrowe82/pt-edge", "npm_install": "" }, { "name": "HainanZhao/mcp-gitlab-jira", "url": "https://github.com/HainanZhao/mcp-gitlab-jira", "source_host": "github", "category": "Developer Tools", "description": "Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "haris-musa/excel-mcp-server", "url": "https://github.com/haris-musa/excel-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hechtcarmel/jetbrains-debugger-mcp-plugin", "url": "https://github.com/hechtcarmel/jetbrains-debugger-mcp-plugin", "source_host": "github", "category": "Developer Tools", "description": "A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hechtcarmel/jetbrains-index-mcp-plugin", "url": "https://github.com/hechtcarmel/jetbrains-index-mcp-plugin", "source_host": "github", "category": "Developer Tools", "description": "A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hidai25/eval-view", "url": "https://github.com/hidai25/eval-view", "source_host": "github", "category": "Developer Tools", "description": "Regression testing framework for AI agents. Save golden baselines, detect behavioral drift, and block regressions in CI. Works with LangGraph, CrewAI, OpenAI, Claude, and any HTTP API.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hidai25/eval-view", "npm_install": "" }, { "name": "higress-group/higress-ops-mcp-server", "url": "https://github.com/higress-group/higress-ops-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hijaz/postmancer", "url": "https://github.com/hijaz/postmancer", "source_host": "github", "category": "Developer Tools", "description": "A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hikmahtech/drwhome", "url": "https://github.com/hikmahtech/drwhome", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "hikmahtech/drwhome", "npm_install": "" }, { "name": "hloiseaufcms/mcp-gopls", "url": "https://github.com/hloiseaufcms/mcp-gopls", "source_host": "github", "category": "Developer Tools", "description": "A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hoklims/stacksfinder-mcp", "url": "https://github.com/hoklims/stacksfinder-mcp", "source_host": "github", "category": "Developer Tools", "description": "Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hungthai1401/bruno-mcp", "url": "https://github.com/hungthai1401/bruno-mcp", "source_host": "github", "category": "Developer Tools", "description": "A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hyperb1iss/droidmind", "url": "https://github.com/hyperb1iss/droidmind", "source_host": "github", "category": "Developer Tools", "description": "Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Hypersequent/qasphere-mcp", "url": "https://github.com/Hypersequent/qasphere-mcp", "source_host": "github", "category": "Developer Tools", "description": "Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "idosal/git-mcp", "url": "https://github.com/idosal/git-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "IgorGanapolsky/ThumbGate", "url": "https://github.com/IgorGanapolsky/ThumbGate", "source_host": "github", "category": "Developer Tools", "description": "MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "IgorGanapolsky/ThumbGate", "npm_install": "npx thumbgate" }, { "name": "IlyaGulya/gradle-mcp-server", "url": "https://github.com/IlyaGulya/gradle-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imatza-rh/mcp-zuul", "url": "https://github.com/imatza-rh/mcp-zuul", "source_host": "github", "category": "Developer Tools", "description": "Zuul CI integration with 14 tools for build failure analysis, log search, pipeline status, and job configuration.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "imatza-rh/mcp-zuul", "npm_install": "" }, { "name": "InditexTech/mcp-server-simulator-ios-idb", "url": "https://github.com/InditexTech/mcp-server-simulator-ios-idb", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "InhiblabCore/mcp-image-compression", "url": "https://github.com/InhiblabCore/mcp-image-compression", "source_host": "github", "category": "Developer Tools", "description": "MCP server for local compression of various image formats.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "InsForge/insforge-mcp", "url": "https://github.com/InsForge/insforge-mcp", "source_host": "github", "category": "Developer Tools", "description": "AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Inspizzz/jetbrains-datalore-mcp", "url": "https://github.com/inspizzz/jetbrains-datalore-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ios-simulator-mcp", "url": "https://github.com/joshuayoes/ios-simulator-mcp", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "isaacphi/mcp-language-server", "url": "https://github.com/isaacphi/mcp-language-server", "source_host": "github", "category": "Developer Tools", "description": "MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "IvanAmador/vercel-ai-docs-mcp", "url": "https://github.com/IvanAmador/vercel-ai-docs-mcp", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "izzzzzi/codewiki-mcp", "url": "https://github.com/izzzzzi/codewiki-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "izzzzzi/codewiki-mcp", "npm_install": "" }, { "name": "j4c0bs/mcp-server-sql-analyzer", "url": "https://github.com/j4c0bs/mcp-server-sql-analyzer", "source_host": "github", "category": "Developer Tools", "description": "MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "James-Chahwan/repo-graph", "url": "https://github.com/James-Chahwan/repo-graph", "source_host": "github", "category": "Developer Tools", "description": "Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "James-Chahwan/repo-graph", "npm_install": "" }, { "name": "JamesANZ/system-prompts-mcp-server", "url": "https://github.com/JamesANZ/system-prompts-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "janaraj/tnl", "url": "https://github.com/janaraj/tnl", "source_host": "github", "category": "Developer Tools", "description": "MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — `get_impacted_tnls`, `retrieve_tnl`, `trace`, `propose_tnl_diff`, `approve_tnl_diff`, `verify` — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via `npx typed-nl init` for Claude Code, Codex, Gemini.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "janaraj/tnl", "npm_install": "npx typed-nl init" }, { "name": "janreges/ai-distiller-mcp", "url": "https://github.com/janreges/ai-distiller", "source_host": "github", "category": "Developer Tools", "description": "Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jarvisassistantux/loopsense", "url": "https://github.com/jarvisassistantux/loopsense", "source_host": "github", "category": "Developer Tools", "description": "MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jarvisassistantux/loopsense", "npm_install": "" }, { "name": "jasonjmcghee/claude-debugs-for-you", "url": "https://github.com/jasonjmcghee/claude-debugs-for-you", "source_host": "github", "category": "Developer Tools", "description": "An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-tibet", "url": "https://github.com/jaspertvdm/mcp-server-tibet", "source_host": "github", "category": "Developer Tools", "description": "TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jawdat6/fixgraph-mcp", "url": "https://github.com/jawdat6/fixgraph-mcp", "source_host": "github", "category": "Developer Tools", "description": "Search and contribute to a community-verified knowledge base of 25,000+ engineering issues and fixes. Find step-by-step solutions with trust scores, submit new issues, and verify fixes work in your environment.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jawdat6/fixgraph-mcp", "npm_install": "" }, { "name": "jetbrains/mcpProxy", "url": "https://github.com/JetBrains/mcpProxy", "source_host": "github", "category": "Developer Tools", "description": "Connect to JetBrains IDE", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Jktfe/serveMyAPI", "url": "https://github.com/Jktfe/serveMyAPI", "source_host": "github", "category": "Developer Tools", "description": "A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jonradoff/lightcms", "url": "https://github.com/jonradoff/lightcms", "source_host": "github", "category": "Developer Tools", "description": "AI-native CMS with 72 MCP tools for managing websites through natural language. Create and publish content, manage templates, assets, snippets, themes, collections, redirects, and multi-site forks — with full content versioning and semantic search.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jonradoff/lightcms", "npm_install": "" }, { "name": "jordandalton/restcsv-mcp-server", "url": "https://github.com/JordanDalton/RestCsvMcpServer", "source_host": "github", "category": "Developer Tools", "description": "An MCP server for CSV files.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joshuarileydev/app-store-connect-mcp-server", "url": "https://github.com/JoshuaRileyDev/app-store-connect-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "An MCP server to communicate with the App Store Connect API for iOS Developers", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joshuarileydev/simulator-mcp-server", "url": "https://github.com/JoshuaRileyDev/simulator-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "An MCP server to control iOS Simulators", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Jpisnice/shadcn-ui-mcp-server", "url": "https://github.com/Jpisnice/shadcn-ui-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jsdelivr/globalping-mcp-server", "url": "https://github.com/jsdelivr/globalping-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kadykov/mcp-openapi-schema-explorer", "url": "https://github.com/kadykov/mcp-openapi-schema-explorer", "source_host": "github", "category": "Developer Tools", "description": "Token-efficient access to OpenAPI/Swagger specs via MCP Resources.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Kapeli/dash-mcp-server", "url": "https://github.com/Kapeli/dash-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server for [Dash](https://kapeli.com/dash), the macOS API documentation browser. Instant search over 200+ documentation sets.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Kapeli/dash-mcp-server", "npm_install": "" }, { "name": "kenneives/design-token-bridge-mcp", "url": "https://github.com/kenneives/design-token-bridge-mcp", "source_host": "github", "category": "Developer Tools", "description": "Translates design tokens between platforms — extract from Tailwind, CSS, Figma, or W3C DTCG, then generate Material 3 (Kotlin), SwiftUI, Tailwind config, and CSS Variables with WCAG contrast validation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "kenneives/design-token-bridge-mcp", "npm_install": "" }, { "name": "kevinswint/xcode-studio-mcp", "url": "https://github.com/kevinswint/xcode-studio-mcp", "source_host": "github", "category": "Developer Tools", "description": "Unified MCP server for iOS development — build, run, screenshot, and interact with iOS Simulator.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "kevinswint/xcode-studio-mcp", "npm_install": "" }, { "name": "kimwwk/repocrunch", "url": "https://github.com/kimwwk/repocrunch", "source_host": "github", "category": "Developer Tools", "description": "MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@kimwwk/repo-crunch", "npm_install": "" }, { "name": "kindly-software/kdb", "url": "https://github.com/kindly-software/kdb", "source_host": "github", "category": "Developer Tools", "description": "AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available.", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "knewstimek/agent-tool", "url": "https://github.com/knewstimek/agent-tool", "source_host": "github", "category": "Developer Tools", "description": "Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities. Preserves file encoding (UTF-8, EUC-KR, Shift_JIS, etc.) and respects .editorconfig settings.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "knewstimek/agent-tool", "npm_install": "" }, { "name": "KryptosAI/mcp-observatory", "url": "https://github.com/KryptosAI/mcp-observatory", "source_host": "github", "category": "Developer Tools", "description": "Regression testing for MCP servers. Auto-discovers servers from Claude configs, checks capabilities, invokes tools, detects schema drift between versions, and recommends new servers based on your environment. Works as both a CLI and an MCP server.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "KryptosAI/mcp-observatory", "npm_install": "" }, { "name": "LadislavSopko/mcp-ai-server-visual-studio", "url": "https://github.com/LadislavSopko/mcp-ai-server-visual-studio", "source_host": "github", "category": "Developer Tools", "description": "MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lamemind/mcp-server-multiverse", "url": "https://github.com/lamemind/mcp-server-multiverse", "source_host": "github", "category": "Developer Tools", "description": "A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "langfuse/mcp-server-langfuse", "url": "https://github.com/langfuse/mcp-server-langfuse", "source_host": "github", "category": "Developer Tools", "description": "MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "linuxsuren/atest-mcp-server", "url": "https://github.com/LinuxSuRen/atest-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "An MCP server to manage test suites and cases, which is an alternative to Postman.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "linw1995/nvim-mcp", "url": "https://github.com/linw1995/nvim-mcp", "source_host": "github", "category": "Developer Tools", "description": "A MCP server to interact with Neovim", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lisamaraventano-spine/mcp-server", "url": "https://github.com/lisamaraventano-spine/mcp-server", "source_host": "github", "category": "Developer Tools", "description": "The Underground Cultural District MCP server. 23 tools for AI agents: 13 free developer utilities (UUID, JSON formatter, Base64, hashing, JWT decoder, regex, cron, ETH converter), 7 paid creative tools, and a browsable marketplace of 218+ digital goods across 22 shops. npm: `@underground-cultural-district/mcp-server`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "lisamaraventano-spine/mcp-server", "npm_install": "" }, { "name": "louis030195/gptzero-mcp", "url": "https://github.com/louis030195/gptzero-mcp", "source_host": "github", "category": "Developer Tools", "description": "AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lpigeon/ros-mcp-server", "url": "https://github.com/lpigeon/ros-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lpigeon/unitree-go2-mcp-server", "url": "https://github.com/lpigeon/unitree-go2-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LumabyteCo/clarifyprompt-mcp", "url": "https://github.com/LumabyteCo/clarifyprompt-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for AI prompt optimization — transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories (image, video, voice, music, code, chat, document).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "LumabyteCo/clarifyprompt-mcp", "npm_install": "" }, { "name": "LWTlong/ai-dev-analytics", "url": "https://github.com/LWTlong/ai-dev-analytics", "source_host": "github", "category": "Developer Tools", "description": "An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "LWTlong/ai-dev-analytics", "npm_install": "" }, { "name": "madhan-g-p/DevDocs-MCP", "url": "https://github.com/madhan-g-p/DevDocs-MCP", "source_host": "github", "category": "Developer Tools", "description": "DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarcelRoozekrans/memorylens-mcp", "url": "https://github.com/MarcelRoozekrans/memorylens-mcp", "source_host": "github", "category": "Developer Tools", "description": "On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MarcelRoozekrans/memorylens-mcp", "npm_install": "" }, { "name": "MarcelRoozekrans/roslyn-codelens-mcp", "url": "https://github.com/MarcelRoozekrans/roslyn-codelens-mcp", "source_host": "github", "category": "Developer Tools", "description": "Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond lookups via pre-built indexes.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MarcelRoozekrans/roslyn-codelens-mcp", "npm_install": "" }, { "name": "marin1321/mcp-devtools", "url": "https://github.com/marin1321/mcp-devtools", "source_host": "github", "category": "Developer Tools", "description": "Production-grade MCP server for secure access to local dev environments (filesystem, databases, processes, OpenAPI). Includes scope enforcement, command allowlist, and read-only DB mode.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "marin1321/mcp-devtools", "npm_install": "" }, { "name": "martingeidobler/android-mcp-server", "url": "https://github.com/martingeidobler/android-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "21-tool Android device control via ADB — screenshots with compression, UI tree inspection, touch automation, logcat, and compound actions like tap-and-wait. One-command install via `npx android-mcp-server`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "martingeidobler/android-mcp-server", "npm_install": "npx android-mcp-server" }, { "name": "masondelan/selvedge", "url": "https://github.com/masondelan/selvedge", "source_host": "github", "category": "Developer Tools", "description": "Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "masondelan/selvedge", "npm_install": "" }, { "name": "mattjegan/swarmia-mcp", "url": "https://github.com/mattjegan/swarmia-mcp", "source_host": "github", "category": "Developer Tools", "description": "Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mcpware/pagecast", "url": "https://github.com/mcpware/pagecast", "source_host": "github", "category": "Developer Tools", "description": "Record any browser page as GIF or video. AI-driven demo recording with scroll/click/hover interactions via Playwright + ffmpeg. `npx @mcpware/pagecast`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mcpware/pagecast", "npm_install": "npx @mcpware/pagecast" }, { "name": "mcpware/ui-annotator-mcp", "url": "https://github.com/mcpware/ui-annotator-mcp", "source_host": "github", "category": "Developer Tools", "description": "Annotates any web page with hover labels for AI assistants — reverse proxy injection, zero browser extensions. `npx @mcpware/ui-annotator`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mcpware/ui-annotator-mcp", "npm_install": "npx @mcpware/ui-annotator" }, { "name": "meanands/npm-package-docs-mcp", "url": "https://github.com/meanands/npm-package-docs-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MerabyLabs/promptarchitect-mcp", "url": "https://github.com/MerabyLabs/promptarchitect-mcp", "source_host": "github", "category": "Developer Tools", "description": "Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mhmzdev/Figma-Flutter-MCP", "url": "https://github.com/mhmzdev/Figma-Flutter-MCP", "source_host": "github", "category": "Developer Tools", "description": "Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mihaelamj/cupertino", "url": "https://github.com/mihaelamj/cupertino", "source_host": "github", "category": "Developer Tools", "description": "Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MikeRecognex/mcp-codebase-index", "url": "https://github.com/MikeRecognex/mcp-codebase-index", "source_host": "github", "category": "Developer Tools", "description": "Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mikusnuz/app-publish-mcp", "url": "https://github.com/mikusnuz/app-publish-mcp", "source_host": "github", "category": "Developer Tools", "description": "Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/app-publish-mcp", "npm_install": "" }, { "name": "mikusnuz/cws-mcp", "url": "https://github.com/mikusnuz/cws-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for Chrome Web Store extension management — 8 tools for upload, publish, status, staged rollout, and metadata updates.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/cws-mcp", "npm_install": "" }, { "name": "mikusnuz/npm-mcp", "url": "https://github.com/mikusnuz/npm-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for npm package management — 36 tools for publish, version, search, audit, install, and more from your AI assistant.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/npm-mcp", "npm_install": "" }, { "name": "mmorris35/devplan-mcp-server", "url": "https://github.com/mmorris35/devplan-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mobile-next/mobile-mcp", "url": "https://github.com/mobile-next/mobile-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MobileReality/mdma", "url": "https://github.com/MobileReality/mdma/tree/main/packages/mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: `get-spec`, `get-prompt`, `build-system-prompt`, `validate-prompt`, `list-packages`, `list-docs`, `get-doc`. Install: `npx @mobile-reality/mdma-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MobileReality/mdma", "npm_install": "npx @mobile-reality/mdma-mcp" }, { "name": "mockherodev/mcp-server", "url": "https://github.com/dinosaur24/mockhero/tree/main/packages/mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Generate realistic synthetic test data via MCP. 156 field types, 22 locales, relational data, sub-50ms responses. Free tier: 1,000 records/day.", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dinosaur24/mockhero", "npm_install": "" }, { "name": "mrexodia/user-feedback-mcp", "url": "https://github.com/mrexodia/user-feedback-mcp", "source_host": "github", "category": "Developer Tools", "description": "Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Muhammed-AbdelGhany/rest_api_mcp", "url": "https://github.com/Muhammed-AbdelGhany/rest_api_mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server for authenticated REST API calls — auto-login, token caching, 2FA/OTP support, Swagger spec fetch, and fuzzy endpoint search. Works with any REST API without writing auth code.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Muhammed-AbdelGhany/rest_api_mcp", "npm_install": "" }, { "name": "muhannad-hash/git-context-mcp", "url": "https://github.com/muhannad-hash/git-context-mcp", "source_host": "github", "category": "Developer Tools", "description": "Answers \"why does this code exist?\" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools: blame context, commit story, file history, commit search, and file contributors. `npx git-context-mcp`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "muhannad-hash/git-context-mcp", "npm_install": "npx git-context-mcp" }, { "name": "mumez/pharo-smalltalk-interop-mcp-server", "url": "https://github.com/mumez/pharo-smalltalk-interop-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "muvon/octocode", "url": "https://github.com/Muvon/octocode", "source_host": "github", "category": "Developer Tools", "description": "Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Muvon/octocode", "npm_install": "" }, { "name": "mvtandas/wp-cli-mcp", "url": "https://github.com/mvtandas/wp-cli-mcp", "source_host": "github", "category": "Developer Tools", "description": "Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mvtandas/wp-cli-mcp", "npm_install": "" }, { "name": "n8daniels/RulesetMCP", "url": "https://github.com/n8daniels/RulesetMCP", "source_host": "github", "category": "Developer Tools", "description": "keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "narumiruna/gitingest-mcp", "url": "https://github.com/narumiruna/gitingest-mcp", "source_host": "github", "category": "Developer Tools", "description": "A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "neilberkman/editorconfig_mcp", "url": "https://github.com/neilberkman/editorconfig_mcp", "source_host": "github", "category": "Developer Tools", "description": "Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Neo1228/spring-boot-starter-swagger-mcp", "url": "https://github.com/Neo1228/spring-boot-starter-swagger-mcp", "source_host": "github", "category": "Developer Tools", "description": "Turn your Spring Boot application into an MCP server instantly by reusing existing Swagger/OpenAPI documentation.", "languages": [ "java" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Neverlow512/agent-droid-bridge", "url": "https://github.com/Neverlow512/agent-droid-bridge", "source_host": "github", "category": "Developer Tools", "description": "MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Neverlow512/agent-droid-bridge", "npm_install": "" }, { "name": "nikolai-vysotskyi/trace-mcp", "url": "https://github.com/nikolai-vysotskyi/trace-mcp", "source_host": "github", "category": "Developer Tools", "description": "Framework-aware code intelligence that indexes source code into a cross-language dependency graph. Understands framework semantics — routes, ORM relations, component rendering, DI trees — for navigation, impact analysis, call graphs, refactoring, security scanning, and cross-session memory.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nikolai-vysotskyi/trace-mcp", "npm_install": "" }, { "name": "nk3750/jitapi", "url": "https://github.com/nk3750/jitapi", "source_host": "github", "category": "Developer Tools", "description": "Dynamic API discovery and execution from OpenAPI specs. Uses semantic search and dependency graphs to find relevant endpoints across multiple registered APIs, plan multi-step workflows, and execute API calls — without dumping entire specs into context.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nk3750/jitapi", "npm_install": "" }, { "name": "OctoMind-dev/octomind-mcp", "url": "https://github.com/OctoMind-dev/octomind-mcp", "source_host": "github", "category": "Developer Tools", "description": "lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ofershap/cursor-usage", "url": "https://github.com/ofershap/cursor-usage", "source_host": "github", "category": "Developer Tools", "description": "Enterprise AI coding usage analytics — track spend, model usage, and costs across Cursor/Claude Code sessions via MCP server", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/cursor-usage", "npm_install": "" }, { "name": "ofershap/mcp-server-devutils", "url": "https://github.com/ofershap/mcp-server-devutils", "source_host": "github", "category": "Developer Tools", "description": "Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, timestamps, JSON, and regex.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-devutils", "npm_install": "" }, { "name": "ofershap/mcp-server-dns", "url": "https://github.com/ofershap/mcp-server-dns", "source_host": "github", "category": "Developer Tools", "description": "DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zero config.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-dns", "npm_install": "" }, { "name": "ofershap/mcp-server-docker", "url": "https://github.com/ofershap/mcp-server-docker", "source_host": "github", "category": "Developer Tools", "description": "Docker operations — manage containers, images, volumes, networks, and compose services.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-docker", "npm_install": "" }, { "name": "ofershap/mcp-server-github-actions", "url": "https://github.com/ofershap/mcp-server-github-actions", "source_host": "github", "category": "Developer Tools", "description": "GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-github-actions", "npm_install": "" }, { "name": "ofershap/mcp-server-github-gist", "url": "https://github.com/ofershap/mcp-server-github-gist", "source_host": "github", "category": "Developer Tools", "description": "Create, read, update, list, and search GitHub Gists from your IDE.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-github-gist", "npm_install": "" }, { "name": "ofershap/mcp-server-markdown", "url": "https://github.com/ofershap/mcp-server-markdown", "source_host": "github", "category": "Developer Tools", "description": "Search, extract sections, list headings, and find code blocks across markdown files.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-markdown", "npm_install": "" }, { "name": "ofershap/mcp-server-npm-plus", "url": "https://github.com/ofershap/mcp-server-npm-plus", "source_host": "github", "category": "Developer Tools", "description": "npm intelligence — search packages, check bundle sizes, scan vulnerabilities, compare downloads.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-npm-plus", "npm_install": "" }, { "name": "ofershap/mcp-server-scraper", "url": "https://github.com/ofershap/mcp-server-scraper", "source_host": "github", "category": "Developer Tools", "description": "Web scraping — extract clean markdown, links, and metadata from any URL. Free Firecrawl alternative.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ofershap/mcp-server-scraper", "npm_install": "" }, { "name": "ooples/token-optimizer-mcp", "url": "https://github.com/ooples/token-optimizer-mcp", "source_host": "github", "category": "Developer Tools", "description": "Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "OpenZeppelin/contracts-wizard", "url": "https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "opslevel/opslevel-mcp", "url": "https://github.com/opslevel/opslevel-mcp", "source_host": "github", "category": "Developer Tools", "description": "Official MCP Server for [OpsLevel](https://www.opslevel.com)", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "optimaquantum/claude-critical-rules-mcp", "url": "https://github.com/optimaquantum/claude-critical-rules-mcp", "source_host": "github", "category": "Developer Tools", "description": "Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "paladini/devutils-mcp-server", "url": "https://github.com/paladini/devutils-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "36 zero-auth developer utilities: MD5/SHA/bcrypt hashing, Base64/hex/URL encoding, UUID/password/passphrase generation, JWT decoding, JSON/YAML/XML formatting, timestamp conversion, CIDR calculator, and text tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "paladini/devutils-mcp-server", "npm_install": "" }, { "name": "paracetamol951/P-Link-MCP", "url": "https://github.com/paracetamol951/P-Link-MCP", "source_host": "github", "category": "Developer Tools", "description": "Implementation of HTTP 402 (payment required http code) relying on Solana", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PatrickSys/codebase-context", "url": "https://github.com/PatrickSys/codebase-context", "source_host": "github", "category": "Developer Tools", "description": "Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PatrickSys/codebase-context", "npm_install": "" }, { "name": "paulburgess1357/nvim-mcp", "url": "https://github.com/paulburgess1357/nvim-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys, query LSP diagnostics, and annotate code with highlights. No plugin required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "paulburgess1357/nvim-mcp", "npm_install": "" }, { "name": "paulhkang94/markview", "url": "https://github.com/paulhkang94/markview", "source_host": "github", "category": "Developer Tools", "description": "Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@paulhkang94/markview", "npm_install": "npx mcp-server-markview" }, { "name": "Pharaoh-so/pharaoh", "url": "https://github.com/0xUXDesign/pharaoh-mcp", "source_host": "github", "category": "Developer Tools", "description": "Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Pharaoh-so/pharaoh", "npm_install": "" }, { "name": "PhpCodeArcheology/PhpCodeArcheology", "url": "https://github.com/PhpCodeArcheology/PhpCodeArcheology", "source_host": "github", "category": "Developer Tools", "description": "PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "PhpCodeArcheology/PhpCodeArcheology", "npm_install": "" }, { "name": "picahq/mcp", "url": "https://github.com/picahq/mcp", "source_host": "github", "category": "Developer Tools", "description": "One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.", "languages": [ "typescript", "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pipepie/pipepie", "url": "https://github.com/pipepie/pipepie", "source_host": "github", "category": "Developer Tools", "description": "Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels, and manage subdomains. No tokens or passwords — the cryptographic handshake is the auth.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pipepie/pipepie", "npm_install": "" }, { "name": "pmptwiki/pmpt-cli", "url": "https://github.com/pmptwiki/pmpt-cli", "source_host": "github", "category": "Developer Tools", "description": "Record and share your AI-driven development journey. Auto-saves project milestones with summaries, generates structured AI prompts via 5-question planning, and publishes to [pmptwiki.com](https://pmptwiki.com) community platform.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@pmptwiki/pmpt-mcp", "npm_install": "" }, { "name": "posthog/mcp", "url": "https://github.com/posthog/mcp", "source_host": "github", "category": "Developer Tools", "description": "An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Pratyay/mac-monitor-mcp", "url": "https://github.com/Pratyay/mac-monitor-mcp", "source_host": "github", "category": "Developer Tools", "description": "Identifies resource-intensive processes on macOS and provides performance improvement suggestions.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PromptExecution/cratedocs-mcp", "url": "https://github.com/promptexecution/cratedocs-mcp", "source_host": "github", "category": "Developer Tools", "description": "Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "promptexecution/just-mcp", "url": "https://github.com/promptexecution/just-mcp", "source_host": "github", "category": "Developer Tools", "description": "Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pskill9/website-downloader", "url": "https://github.com/pskill9/website-downloader", "source_host": "github", "category": "Developer Tools", "description": "This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PSU3D0/spreadsheet-mcp", "url": "https://github.com/PSU3D0/spreadsheet-mcp", "source_host": "github", "category": "Developer Tools", "description": "High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "public-ui/kolibri", "url": "https://github.com/public-ui/kolibri", "source_host": "github", "category": "Developer Tools", "description": "Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local `kolibri-mcp` CLI.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pylonapi/pylon-mcp", "url": "https://github.com/pylonapi/pylon-mcp", "source_host": "github", "category": "Developer Tools", "description": "x402-native API gateway with 20+ capabilities (web-extract, web-search, translate, image-generate, screenshot, PDF, OCR, and more) payable with USDC on Base. No API keys — agents pay per call via HTTP 402.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pzalutski-pixel/godotlens-mcp", "url": "https://github.com/pzalutski-pixel/godotlens-mcp", "source_host": "github", "category": "Developer Tools", "description": "15 semantic GDScript analysis tools via Godot's built-in LSP. Navigation, references, diagnostics, rename, and file sync for AI agents.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pzalutski-pixel/godotlens-mcp", "npm_install": "" }, { "name": "pzalutski-pixel/javalens-mcp", "url": "https://github.com/pzalutski-pixel/javalens-mcp", "source_host": "github", "category": "Developer Tools", "description": "56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pzalutski-pixel/sharplens-mcp", "url": "https://github.com/pzalutski-pixel/sharplens-mcp", "source_host": "github", "category": "Developer Tools", "description": "58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qainsights/jmeter-mcp-server", "url": "https://github.com/QAInsights/jmeter-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "JMeter MCP Server for performance testing", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qainsights/k6-mcp-server", "url": "https://github.com/QAInsights/k6-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Grafana k6 MCP Server for performance testing", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qainsights/locust-mcp-server", "url": "https://github.com/QAInsights/locust-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Locust MCP Server for performance testing", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuantGeekDev/docker-mcp", "url": "https://github.com/QuantGeekDev/docker-mcp", "source_host": "github", "category": "Developer Tools", "description": "Docker container management and operations through MCP", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Quantum3-Labs/ARBuilder", "url": "https://github.com/Quantum3-Labs/ARBuilder", "source_host": "github", "category": "Developer Tools", "description": "AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus smart contracts, SDK bridging, full-stack dApps, and Orbit chain deployment, backed by RAG-based retrieval over Arbitrum documentation.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Quantum3-Labs/ARBuilder", "npm_install": "" }, { "name": "r-huijts/xcode-mcp-server", "url": "https://github.com/r-huijts/xcode-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Xcode integration for project management, file operations, and build automation", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rafsilva85/credit-optimizer-v5", "url": "https://github.com/rafsilva85/credit-optimizer-v5", "source_host": "github", "category": "Developer Tools", "description": "Save 30-75% on Manus AI credits through intelligent model routing, smart testing, and context hygiene. Audited across 53 scenarios with zero quality loss.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "rafsilva85/credit-optimizer-v5", "npm_install": "" }, { "name": "raye-deng/open-code-review", "url": "https://github.com/raye-deng/open-code-review", "source_host": "github", "category": "Developer Tools", "description": "AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI + CI/CD integration.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@raye-deng/open-code-review", "npm_install": "" }, { "name": "ReAPI-com/mcp-openapi", "url": "https://github.com/ReAPI-com/mcp-openapi", "source_host": "github", "category": "Developer Tools", "description": "MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "reflagcom/mcp", "url": "https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol", "source_host": "github", "category": "Developer Tools", "description": "Flag features directly from chat in your IDE with [Reflag](https://reflag.com).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ronantakizawa/a11ymcp", "url": "https://github.com/ronantakizawa/a11ymcp", "source_host": "github", "category": "Developer Tools", "description": "Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core. Tools for color contrast, ARIA validation, and orientation lock detection.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ronantakizawa/a11ymcp", "npm_install": "" }, { "name": "Rootly-AI-Labs/Rootly-MCP-server", "url": "https://github.com/Rootly-AI-Labs/Rootly-MCP-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server for the incident management platform [Rootly](https://rootly.com/).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rsdouglas/janee", "url": "https://github.com/rsdouglas/janee", "source_host": "github", "category": "Developer Tools", "description": "Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on the fly.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "runyourempire/4DA", "url": "https://github.com/runyourempire/4DA/tree/main/mcp-4da-server", "source_host": "github", "category": "Developer Tools", "description": "Dependency intelligence for AI coding agents. Live CVE scanning, dependency health, upgrade planning, ecosystem news, and decision memory. 14 tools, zero config, privacy-first.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "runyourempire/4DA", "npm_install": "" }, { "name": "ryan0204/github-repo-mcp", "url": "https://github.com/Ryan0204/github-repo-mcp", "source_host": "github", "category": "Developer Tools", "description": "GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sammcj/mcp-package-version", "url": "https://github.com/sammcj/mcp-package-version", "source_host": "github", "category": "Developer Tools", "description": "An MCP Server to help LLMs suggest the latest stable package versions when writing code.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sapientpants/sonarqube-mcp-server", "url": "https://github.com/sapientpants/sonarqube-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses", "languages": [ "rust" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sapph1re/mcp-billing-gateway-sdk", "url": "https://github.com/sapph1re/mcp-billing-gateway-sdk", "source_host": "github", "category": "Developer Tools", "description": "Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-call credits, tiered pricing, and x402 crypto micropayments to any MCP server without writing billing code. Operator dashboard included.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sapph1re/mcp-billing-gateway-sdk", "npm_install": "" }, { "name": "saranshbamania/mobile-device-mcp", "url": "https://github.com/saranshbamania/mobile-device-mcp", "source_host": "github", "category": "Developer Tools", "description": "49-tool MCP server for AI control of Android devices and iOS simulators. AI visual analysis (Claude + Gemini), Flutter widget tree inspection, smart element finding (<1ms), video recording, and test script generation. `npx mobile-device-mcp`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "saranshbamania/mobile-device-mcp", "npm_install": "npx mobile-device-mcp" }, { "name": "sarveshsea/m-moire", "url": "https://github.com/sarveshsea/m-moire", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sarveshsea/m-moire", "npm_install": "" }, { "name": "saurav61091/mcp-openapi", "url": "https://github.com/saurav61091/mcp-openapi", "source_host": "github", "category": "Developer Tools", "description": "Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI 3.x spec and Claude can call every endpoint through natural language. Supports Bearer, API key, and Basic auth.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "saurav61091/mcp-openapi", "npm_install": "" }, { "name": "sbroenne/mcp-server-excel", "url": "https://github.com/sbroenne/mcp-server-excel", "source_host": "github", "category": "Developer Tools", "description": "uses Excel app instead of creating .xlsx files. Windows only.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SDGLBL/mcp-claude-code", "url": "https://github.com/SDGLBL/mcp-claude-code", "source_host": "github", "category": "Developer Tools", "description": "An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SegfaultSorcerer/heap-seance", "url": "https://github.com/SegfaultSorcerer/heap-seance", "source_host": "github", "category": "Developer Tools", "description": "Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "SegfaultSorcerer/heap-seance", "npm_install": "" }, { "name": "selvage-lab/selvage", "url": "https://github.com/selvage-lab/selvage", "source_host": "github", "category": "Developer Tools", "description": "LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sequa-ai/sequa-mcp", "url": "https://github.com/sequa-ai/sequa-mcp", "source_host": "github", "category": "Developer Tools", "description": "Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shadcn/studio MCP", "url": "https://shadcnstudio.com/mcp", "source_host": "other", "category": "Developer Tools", "description": "Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shellsage-ai/mcp-server-boilerplate", "url": "https://github.com/shellsage-ai/mcp-server-boilerplate", "source_host": "github", "category": "Developer Tools", "description": "Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop integration configs.", "languages": [ "python", "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@shellsage-ai/mcp-server-boilerplate", "npm_install": "" }, { "name": "SimplyLiz/CodeMCP", "url": "https://github.com/SimplyLiz/CodeMCP", "source_host": "github", "category": "Developer Tools", "description": "Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "simplypixi/bugbug-mcp-server", "url": "https://github.com/simplypixi/bugbug-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP for BugBug API, to manage test and suites on BugBug", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "skullzarmy/vibealive", "url": "https://github.com/skullzarmy/vibealive", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "snaggle-ai/openapi-mcp-server", "url": "https://github.com/snaggle-ai/openapi-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Connect any HTTP/REST API server using an Open API spec (v3)", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/linkshrink-api", "url": "https://github.com/softvoyagers/linkshrink-api", "source_host": "github", "category": "Developer Tools", "description": "Free privacy-first URL shortener API with analytics and link management. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/ogforge-api", "url": "https://github.com/softvoyagers/ogforge-api", "source_host": "github", "category": "Developer Tools", "description": "Free Open Graph image generator API with themes, Lucide icons, and custom layouts. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/pagedrop-api", "url": "https://github.com/softvoyagers/pagedrop-api", "source_host": "github", "category": "Developer Tools", "description": "Free instant HTML hosting API with paste, file upload, and ZIP deploy support. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/pdfspark-api", "url": "https://github.com/softvoyagers/pdfspark-api", "source_host": "github", "category": "Developer Tools", "description": "Free HTML/URL to PDF conversion API powered by Playwright. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "softvoyagers/qrmint-api", "url": "https://github.com/softvoyagers/qrmint-api", "source_host": "github", "category": "Developer Tools", "description": "Free styled QR code generator API with custom colors, logos, frames, and batch generation. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Souzix76/n8n-workflow-tester-safe", "url": "https://github.com/Souzix76/n8n-workflow-tester-safe", "source_host": "github", "category": "Developer Tools", "description": "Test, score, and inspect n8n workflows via MCP. Config-driven test suites with two-tier scoring, lightweight execution traces, and a built-in node catalog with 436+ nodes.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Souzix76/n8n-workflow-tester-safe", "npm_install": "" }, { "name": "spacecode-ai/SpaceBridge-MCP", "url": "https://github.com/spacecode-ai/SpaceBridge-MCP", "source_host": "github", "category": "Developer Tools", "description": "Bring structure and preserve context in vibe coding by automatically tracking issues.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "srclight/srclight", "url": "https://github.com/srclight/srclight", "source_host": "github", "category": "Developer Tools", "description": "Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@srclight/srclight", "npm_install": "" }, { "name": "srijanshukla18/xray", "url": "https://github.com/srijanshukla18/xray", "source_host": "github", "category": "Developer Tools", "description": "Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "st3v3nmw/sourcerer-mcp", "url": "https://github.com/st3v3nmw/sourcerer-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP for semantic code search & navigation that reduces token waste", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "stass/lldb-mcp", "url": "https://github.com/stass/lldb-mcp", "source_host": "github", "category": "Developer Tools", "description": "A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "storybookjs/addon-mcp", "url": "https://github.com/storybookjs/addon-mcp", "source_host": "github", "category": "Developer Tools", "description": "Help agents automatically write and test stories for your UI components.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tactual-dev/tactual", "url": "https://github.com/tactual-dev/tactual", "source_host": "github", "category": "Developer Tools", "description": "Screen-reader navigation cost analyzer. Models real AT user effort with per-profile scoring, graph-based pathfinding, and step-by-step navigation traces.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "tactual-dev/tactual", "npm_install": "" }, { "name": "TamarEngel/jira-github-mcp", "url": "https://github.com/TamarEngel/jira-github-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TCSoftInc/testcollab-mcp-server", "url": "https://github.com/TCSoftInc/testcollab-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and pagination support.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TencentEdgeOne/edgeone-pages-mcp", "url": "https://github.com/TencentEdgeOne/edgeone-pages-mcp", "source_host": "github", "category": "Developer Tools", "description": "An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "testdino-hq/testdino-mcp", "url": "https://github.com/testdino-hq/testdino-mcp", "source_host": "github", "category": "Developer Tools", "description": "Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tgeselle/bugsnag-mcp", "url": "https://github.com/tgeselle/bugsnag-mcp", "source_host": "github", "category": "Developer Tools", "description": "An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thecombatwombat/replicant-mcp", "url": "https://github.com/thecombatwombat/replicant-mcp", "source_host": "github", "category": "Developer Tools", "description": "Android MCP server for AI-assisted Android development. Build APKs, launch emulators, manage devices, automate UI, and analyze logs through natural conversation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "thecombatwombat/replicant-mcp", "npm_install": "" }, { "name": "themesberg/flowbite-mcp", "url": "https://github.com/themesberg/flowbite-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tipdotmd/tip-md-x402-mcp-server", "url": "https://github.com/tipdotmd/tip-md-x402-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TKMD/ReftrixMCP", "url": "https://github.com/TKMD/ReftrixMCP", "source_host": "github", "category": "Developer Tools", "description": "Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "TKMD/reftrix-mcp", "npm_install": "" }, { "name": "Tommertom/awesome-ionic-mcp", "url": "https://github.com/Tommertom/awesome-ionic-mcp", "source_host": "github", "category": "Developer Tools", "description": "Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tooluse-labs/perfetto-mcp-rs", "url": "https://github.com/tooluse-labs/perfetto-mcp-rs", "source_host": "github", "category": "Developer Tools", "description": "MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQL queries on `.perfetto-trace` / `.pftrace` files via auto-downloaded `trace_processor_shell`, with dedicated Chrome tools for page loads, scroll jank, main-thread hotspots, and stdlib module discovery. Cross-client tested on Claude Code and Codex. Available via `cargo install`, Homebrew tap, and curl install script.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "tooluse-labs/perfetto-mcp-rs", "npm_install": "" }, { "name": "tosin2013/mcp-adr-analysis-server", "url": "https://github.com/tosin2013/mcp-adr-analysis-server", "source_host": "github", "category": "Developer Tools", "description": "AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tumf/mcp-text-editor", "url": "https://github.com/tumf/mcp-text-editor", "source_host": "github", "category": "Developer Tools", "description": "A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ukkit/memcord", "url": "https://github.com/ukkit/memcord", "source_host": "github", "category": "Developer Tools", "description": "A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "utensils/mcp-nixos", "url": "https://github.com/utensils/mcp-nixos", "source_host": "github", "category": "Developer Tools", "description": "MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "V0v1kkk/DotNetMetadataMcpServer", "url": "https://github.com/V0v1kkk/DotNetMetadataMcpServer", "source_host": "github", "category": "Developer Tools", "description": "Provides AI agents with detailed type information from .NET projects including assembly exploration, namespace discovery, type reflection, and NuGet integration", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "valado/pantheon-mcp", "url": "https://github.com/valado/pantheon-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server providing task specific agentic instructions. No more outdated Markdown files and synchronisation overhead.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "var-gg/mcp", "url": "https://github.com/var-gg/mcp", "source_host": "github", "category": "Developer Tools", "description": "Enforces team naming consistency for AI-generated code via Cursor MCP integration. [Guide ↗](https://var.gg)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vasayxtx/mcp-prompt-engine", "url": "https://github.com/vasayxtx/mcp-prompt-engine", "source_host": "github", "category": "Developer Tools", "description": "MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "veelenga/claude-mermaid", "url": "https://github.com/veelenga/claude-mermaid/", "source_host": "github", "category": "Developer Tools", "description": "A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vercel/next-devtools-mcp", "url": "https://github.com/vercel/next-devtools-mcp", "source_host": "github", "category": "Developer Tools", "description": "Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vezlo/src-to-kb", "url": "https://github.com/vezlo/src-to-kb", "source_host": "github", "category": "Developer Tools", "description": "Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "VikrantSingh01/adaptive-cards-mcp", "url": "https://github.com/VikrantSingh01/adaptive-cards-mcp", "source_host": "github", "category": "Developer Tools", "description": "AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "VikrantSingh01/adaptive-cards-mcp", "npm_install": "" }, { "name": "vivekvells/mcp-pandoc", "url": "https://github.com/vivekVells/mcp-pandoc", "source_host": "github", "category": "Developer Tools", "description": "MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vkhanhqui/figma-mcp-go", "url": "https://github.com/vkhanhqui/figma-mcp-go", "source_host": "github", "category": "Developer Tools", "description": "Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "vkhanhqui/figma-mcp-go", "npm_install": "" }, { "name": "VrtxOmega/Ollama-Omega", "url": "https://github.com/VrtxOmega/Ollama-Omega", "source_host": "github", "category": "Developer Tools", "description": "Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_model, ollama_list_models and ollama_show_model tools for advanced AI interactions.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "VrtxOmega/Ollama-Omega", "npm_install": "" }, { "name": "VrtxOmega/omega-brain-mcp", "url": "https://github.com/VrtxOmega/omega-brain-mcp", "source_host": "github", "category": "Developer Tools", "description": "Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "VrtxOmega/omega-brain-mcp", "npm_install": "" }, { "name": "VSCode Devtools", "url": "https://github.com/biegehydra/BifrostMCP", "source_host": "github", "category": "Developer Tools", "description": "Connect to VSCode ide and use semantic tools like `find_usages`", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Webvizio/mcp", "url": "https://github.com/Webvizio/mcp", "source_host": "github", "category": "Developer Tools", "description": "Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "whyy9527/ariadne", "url": "https://github.com/whyy9527/ariadne", "source_host": "github", "category": "Developer Tools", "description": "Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "whyy9527/ariadne", "npm_install": "" }, { "name": "WiseVision/mcp_server_ros_2", "url": "https://github.com/wise-vision/mcp_server_ros_2", "source_host": "github", "category": "Developer Tools", "description": "MCP server for ROS2 enabling AI-driven robotics applications and services.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wn01011/llm-token-tracker", "url": "https://github.com/wn01011/llm-token-tracker", "source_host": "github", "category": "Developer Tools", "description": "Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Wolfe-Jam/claude-faf-mcp", "url": "https://github.com/Wolfe-Jam/claude-faf-mcp", "source_host": "github", "category": "Developer Tools", "description": "First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Wolfe-Jam/faf-mcp", "url": "https://github.com/Wolfe-Jam/faf-mcp", "source_host": "github", "category": "Developer Tools", "description": "Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Wooonster/hocr_mcp_server", "url": "https://github.com/Wooonster/hocr_mcp_server", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wooxogh/adr-mcp-setup", "url": "https://github.com/wooxogh/adr-mcp-setup", "source_host": "github", "category": "Developer Tools", "description": "Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, dependency graph, and stale ADR alerts.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "wooxogh/adr-mcp-setup", "npm_install": "" }, { "name": "Wopee-io/wopee-mcp", "url": "https://github.com/Wopee-io/wopee-mcp", "source_host": "github", "category": "Developer Tools", "description": "Autonomous testing for web apps — dispatch AI agents that open real browsers, execute test cases, and report pass/fail with screenshots. Generate user stories, test cases, and Playwright code from your app context. 8 tools for end-to-end test automation.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Wopee-io/wopee-mcp", "npm_install": "" }, { "name": "wyattjoh/jsr-mcp", "url": "https://github.com/wyattjoh/jsr-mcp", "source_host": "github", "category": "Developer Tools", "description": "Model Context Protocol server for the JSR (JavaScript Registry)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xcodebuild", "url": "https://github.com/ShenghaiWang/xcodebuild", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [], "scopes": [], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "XixianLiang/HarmonyOS-mcp-server", "url": "https://github.com/XixianLiang/HarmonyOS-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xzq.xu/jvm-mcp-server", "url": "https://github.com/xzq-xu/jvm-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "An implementation project of a JVM-based MCP (Model Context Protocol) server.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yangkyeongmo@/mcp-server-apache-airflow", "url": "https://github.com/yangkyeongmo/mcp-server-apache-airflow", "source_host": "github", "category": "Developer Tools", "description": "MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yanmxa/scriptflow-mcp", "url": "https://github.com/yanmxa/scriptflow-mcp", "source_host": "github", "category": "Developer Tools", "description": "A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ycs77/apifable", "url": "https://github.com/ycs77/apifable", "source_host": "github", "category": "Developer Tools", "description": "MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ycs77/apifable", "npm_install": "" }, { "name": "yikakia/godoc-mcp-server", "url": "https://github.com/yikakia/godoc-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "Query Go package information on pkg.go.dev", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yiwenlu66/PiloTY", "url": "https://github.com/yiwenlu66/PiloTY", "source_host": "github", "category": "Developer Tools", "description": "AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ypollak2/llm-router", "url": "https://github.com/ypollak2/llm-router", "source_host": "github", "category": "Developer Tools", "description": "Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live web dashboard.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ypollak2/llm-router", "npm_install": "" }, { "name": "YuChenSSR/mindmap-mcp-server", "url": "https://github.com/YuChenSSR/mindmap-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "YuChenSSR/multi-ai-advisor", "url": "https://github.com/YuChenSSR/multi-ai-advisor-mcp", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "YuliiaKovalova/dotnet-template-mcp", "url": "https://github.com/YuliiaKovalova/dotnet-template-mcp", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@YuliiaKovalova/dotnet-template-mcp", "npm_install": "" }, { "name": "Yutarop/ros-mcp", "url": "https://github.com/Yutarop/ros-mcp", "source_host": "github", "category": "Developer Tools", "description": "MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yWorks/mcp-typescribe", "url": "https://github.com/yWorks/mcp-typescribe", "source_host": "github", "category": "Developer Tools", "description": "MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zaizaizhao/mcp-swagger-server", "url": "https://github.com/zaizaizhao/mcp-swagger-server", "source_host": "github", "category": "Developer Tools", "description": "A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zcaceres/fetch-mcp", "url": "https://github.com/zcaceres/fetch-mcp", "source_host": "github", "category": "Developer Tools", "description": "An MCP server to flexibly fetch JSON, text, and HTML data", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zelentsov-dev/asc-mcp", "url": "https://github.com/zelentsov-dev/asc-mcp", "source_host": "github", "category": "Developer Tools", "description": "App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any MCP client.", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zenml-io/mcp-zenml", "url": "https://github.com/zenml-io/mcp-zenml", "source_host": "github", "category": "Developer Tools", "description": "An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zillow/auto-mobile", "url": "https://github.com/zillow/auto-mobile", "source_host": "github", "category": "Developer Tools", "description": "Tool suite built around an MCP server for Android automation for developer workflow and testing", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ztuskes/garmin-documentation-mcp-server", "url": "https://github.com/ztuskes/garmin-documentation-mcp-server", "source_host": "github", "category": "Developer Tools", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "agentlux/agentlux-mcp", "url": "https://github.com/agentlux/agentlux-mcp", "source_host": "github", "category": "E-Commerce", "description": "Agent marketplace and services MCP server for AgentLux. Browse marketplace items, manage agent identity, creator workflows, service hires, social flows, and Base/x402 commerce through 33 tools. Install via `npx -y @agentlux/mcp-server`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "agentlux/agentlux-mcp", "npm_install": "npx -y @agentlux/mcp-server" }, { "name": "cmcgrabby-hue/syndicate-links", "url": "https://github.com/cmcgrabby-hue/syndicate-links/tree/master/mcp", "source_host": "github", "category": "E-Commerce", "description": "Affiliate commission infrastructure for AI agents. 7 tools for program discovery, attribution tracking, commission status, and payouts. Search programs, get details, track conversions with signed attribution tokens, and trigger settlement cycles. Install via `npx syndicate-links-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "cmcgrabby-hue/syndicate-links", "npm_install": "npx syndicate-links-mcp" }, { "name": "laundromatic/shopgraph", "url": "https://github.com/laundromatic/shopgraph", "source_host": "github", "category": "E-Commerce", "description": "Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "laundromatic/shopgraph", "npm_install": "" }, { "name": "lofder/dsers-mcp-product", "url": "https://github.com/lofder/dsers-mcp-product", "source_host": "github", "category": "E-Commerce", "description": "Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push with a single command.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lofder/dsers-mcp-product", "npm_install": "" }, { "name": "mrslbt/rakuten-mcp", "url": "https://github.com/mrslbt/rakuten-mcp", "source_host": "github", "category": "E-Commerce", "description": "Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via `npx rakuten-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mrslbt/rakuten-mcp", "npm_install": "npx rakuten-mcp" }, { "name": "OFODevelopment/cerebrochain-mcp-server", "url": "https://github.com/OFODevelopment/cerebrochain-mcp-server", "source_host": "github", "category": "E-Commerce", "description": "Supply chain & logistics intelligence — rate shopping across 85+ carriers, inventory management, order tracking, fleet logistics, and AI-powered demand forecasting. 20 tools and 3 resources for warehouse and supply chain operations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "OFODevelopment/cerebrochain-mcp-server", "npm_install": "" }, { "name": "ONE8943/ai-furniture-hub", "url": "https://github.com/ONE8943/ai-furniture-hub", "source_host": "github", "category": "E-Commerce", "description": "Japan-focused furniture & home product hub for AI agents. 15 tools for mm-precision search across 300+ products and 31 categories, curated sets (bundles, room presets, influencer picks), dimension-compatible replacement finder with fit_score, AI visibility diagnosis, Rakuten live API, and OpenAPI 3.1 schema. Install via `npx ai-furniture-hub`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ONE8943/ai-furniture-hub", "npm_install": "npx ai-furniture-hub" }, { "name": "PCDCK/ozon-mcp", "url": "https://github.com/PCDCK/ozon-mcp", "source_host": "github", "category": "E-Commerce", "description": "Knowledge-rich MCP server for the full Ozon Seller + Performance API (466 methods, 15 MCP tools). Auto-pagination over 4 cursor styles, subscription-tier pre-flight, rate-limit management with exponential back-off, and 13 curated analytical workflows (OOS risk, cabinet health, content audit, pricing, warehouse distribution). Russian + English BM25 search across the catalog.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "PCDCK/ozon-mcp", "npm_install": "" }, { "name": "pepabo/colormeshop-mcp", "url": "https://github.com/pepabo/colormeshop-mcp", "source_host": "github", "category": "E-Commerce", "description": "Official remote MCP server for Color Me Shop (GMO Pepabo), a Japanese e-commerce platform. Manage orders, products, inventory, customers, coupons, and shop settings via natural language.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "pepabo/colormeshop-mcp", "npm_install": "" }, { "name": "samrothschild23/intelligence-api", "url": "https://github.com/samrothschild23/intelligence-api", "source_host": "github", "category": "E-Commerce", "description": "E-commerce and business intelligence MCP server. Analyze any Shopify store, research Amazon products with Opportunity Score and FBA profitability estimates, and find qualified sales leads from Google Maps with Lead Quality Scoring. Pay-per-call via x402 (USDC on Base).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "samrothschild23/intelligence-api", "npm_install": "" }, { "name": "the402ai/mcp-server", "url": "https://github.com/the402ai/mcp-server", "source_host": "github", "category": "E-Commerce", "description": "AI agent service marketplace with x402 micropayments (USDC on Base). 30 tools for browsing services, purchasing, managing conversation threads, listing services as a provider, handling subscriptions, and tracking earnings. Install via `npx -y @the402/mcp-server`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "the402ai/mcp-server", "npm_install": "npx -y @the402/mcp-server" }, { "name": "Connectry-io/connectrylab-architect-cert-mcp", "url": "https://github.com/Connectry-io/connectrylab-architect-cert-mcp", "source_host": "github", "category": "Education", "description": "Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, glassmorphism progress dashboard, spaced repetition, and deterministic grading.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Connectry-io/connectrylab-architect-cert-mcp", "npm_install": "" }, { "name": "RohanMuppa/brightspace-mcp-server", "url": "https://github.com/RohanMuppa/brightspace-mcp-server", "source_host": "github", "category": "Education", "description": "MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via `npx brightspace-mcp-server@latest`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@RohanMuppa/brightspace-mcp-server", "npm_install": "npx brightspace-mcp-server@latest" }, { "name": "0x1abin/matter-controller-mcp", "url": "https://github.com/0x1abin/matter-controller-mcp", "source_host": "github", "category": "Embedded System", "description": "An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.", "languages": [ "typescript" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "adancurusul/embedded-debugger-mcp", "url": "https://github.com/adancurusul/embedded-debugger-mcp", "source_host": "github", "category": "Embedded System", "description": "supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more", "languages": [ "rust" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "adancurusul/serial-mcp-server", "url": "https://github.com/adancurusul/serial-mcp-server", "source_host": "github", "category": "Embedded System", "description": "A comprehensive MCP server for serial port communication", "languages": [ "rust" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "catallo/misterclaw", "url": "https://github.com/catallo/misterclaw", "source_host": "github", "category": "Embedded System", "description": "MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, manage systems, and set up Tailscale VPN. Auto-discovers 70+ systems with dynamic core/ROM scanning.", "languages": [ "go" ], "scopes": [ "local", "embedded" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "catallo/misterclaw", "npm_install": "" }, { "name": "horw/esp-mcp", "url": "https://github.com/horw/esp-mcp", "source_host": "github", "category": "Embedded System", "description": "Workflow for fixing build issues in ESP32 series chips using ESP-IDF.", "languages": [], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/modbus-mcp", "url": "https://github.com/kukapay/modbus-mcp", "source_host": "github", "category": "Embedded System", "description": "An MCP server that standardizes and contextualizes industrial Modbus data.", "languages": [ "python" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/opcua-mcp", "url": "https://github.com/kukapay/opcua-mcp", "source_host": "github", "category": "Embedded System", "description": "An MCP server that connects to OPC UA-enabled industrial systems.", "languages": [ "python" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "octoco-ltd/sheetsdata-mcp", "url": "https://github.com/octoco-ltd/sheetsdata-mcp", "source_host": "github", "category": "Embedded System", "description": "Instant access to electronic component datasheets for AI agents — specs, pinouts, package info, absolute max ratings extracted from manufacturer PDFs on demand.", "languages": [ "python" ], "scopes": [ "cloud", "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "octoco-ltd/sheetsdata-mcp", "npm_install": "" }, { "name": "stack-chan/stack-chan", "url": "https://github.com/stack-chan/stack-chan", "source_host": "github", "category": "Embedded System", "description": "A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.", "languages": [ "typescript" ], "scopes": [ "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yoelbassin/gnuradioMCP", "url": "https://github.com/yoelbassin/gnuradioMCP", "source_host": "github", "category": "Embedded System", "description": "An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.", "languages": [ "python" ], "scopes": [ "local", "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gogabrielordonez/mcp-ragchat", "url": "https://github.com/gogabrielordonez/mcp-ragchat", "source_host": "github", "category": "end to end RAG platforms", "description": "Add RAG-powered AI chat to any website with one command. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini), self-contained chat server and embeddable widget.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "poll-the-people/customgpt-mcp", "url": "https://github.com/Poll-The-People/customgpt-mcp", "source_host": "github", "category": "end to end RAG platforms", "description": "An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vectara/vectara-mcp", "url": "https://github.com/vectara/vectara-mcp", "source_host": "github", "category": "end to end RAG platforms", "description": "An MCP server for accessing Vectara's trusted RAG-as-a-service platform.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aliafsahnoudeh/wildfire-mcp-server", "url": "https://github.com/aliafsahnoudeh/wildfire-mcp-server", "source_host": "github", "category": "Environment & Nature", "description": "MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nalediym/touch-grass", "url": "https://github.com/nalediym/touch-grass", "source_host": "github", "category": "Environment & Nature", "description": "Claude Code plugin and MCP server that nudges you to take outdoor breaks based on local weather, sunset timing, and session streaks. Tools: `check_grass_conditions`, `suggest_activity`, `log_touch_grass`, `get_stats`. Fully local, no API keys, no cloud storage.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nalediym/touch-grass", "npm_install": "" }, { "name": "8b-is/smart-tree", "url": "https://github.com/8b-is/smart-tree", "source_host": "github", "category": "File Systems", "description": "AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "box/mcp-server-box-remote", "url": "https://github.com/box/mcp-server-box-remote/", "source_host": "github", "category": "File Systems", "description": "The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ckanthony/Chisel", "url": "https://github.com/ckanthony/Chisel", "source_host": "github", "category": "File Systems", "description": "Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted `grep`/`sed` instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via WASM).", "languages": [ "rust" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@ckanthony/chisel", "npm_install": "" }, { "name": "cyberchitta/llm-context.py", "url": "https://github.com/cyberchitta/llm-context.py", "source_host": "github", "category": "File Systems", "description": "Share code context with LLMs via MCP or clipboard", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ebbfijsf/agent-reader", "url": "https://github.com/ebbfijsf/agent-reader", "source_host": "github", "category": "File Systems", "description": "Document beautifier for AI agents. Converts Markdown to styled webpages (with sidebar TOC), Word, PDF, and full-screen image slideshows. Zero-config via `npx agent-reader mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ebbfijsf/agent-reader", "npm_install": "npx agent-reader mcp" }, { "name": "efforthye/fast-filesystem-mcp", "url": "https://github.com/efforthye/fast-filesystem-mcp", "source_host": "github", "category": "File Systems", "description": "Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ellmos-ai/ellmos-filecommander-mcp", "url": "https://github.com/ellmos-ai/ellmos-filecommander-mcp", "source_host": "github", "category": "File Systems", "description": "Comprehensive local filesystem MCP server with file management, process control, interactive sessions, async search, and safe delete via Recycle Bin.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ellmos-ai/ellmos-filecommander-mcp", "npm_install": "" }, { "name": "exoticknight/mcp-file-merger", "url": "https://github.com/exoticknight/mcp-file-merger", "source_host": "github", "category": "File Systems", "description": "File merger tool, suitable for AI chat length limits.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "FacundoLucci/plsreadme", "url": "https://github.com/FacundoLucci/plsreadme", "source_host": "github", "category": "File Systems", "description": "Share markdown files and text as clean, readable web links via `plsreadme_share_file` and `plsreadme_share_text`; zero setup (`npx -y plsreadme-mcp` or `https://plsreadme.com/mcp`).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@FacundoLucci/plsreadme", "npm_install": "npx -y plsreadme-mcp" }, { "name": "filesystem@quarkiverse/quarkus-mcp-servers", "url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem", "source_host": "github", "category": "File Systems", "description": "A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hmk/box-mcp-server", "url": "https://github.com/hmk/box-mcp-server", "source_host": "github", "category": "File Systems", "description": "Box integration for listing, reading and searching files", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "isaacphi/mcp-gdrive", "url": "https://github.com/isaacphi/mcp-gdrive", "source_host": "github", "category": "File Systems", "description": "Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "j0hanz/filesystem-context-mcp-server", "url": "https://github.com/j0hanz/filesystem-context-mcp-server", "source_host": "github", "category": "File Systems", "description": "Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jeannier/homebrew-mcp", "url": "https://github.com/jeannier/homebrew-mcp", "source_host": "github", "category": "File Systems", "description": "Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LincolnBurrows2017/filesystem-mcp", "url": "https://github.com/LincolnBurrows2017/filesystem-mcp", "source_host": "github", "category": "File Systems", "description": "Model Context Protocol server for file system operations. Supports read, write, search, copy, move with security path restrictions.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "LincolnBurrows2017/filesystem-mcp", "npm_install": "" }, { "name": "mamertofabian/mcp-everything-search", "url": "https://github.com/mamertofabian/mcp-everything-search", "source_host": "github", "category": "File Systems", "description": "Fast Windows file search using Everything SDK", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarceauSolutions/md-to-pdf-mcp", "url": "https://github.com/MarceauSolutions/md-to-pdf-mcp", "source_host": "github", "category": "File Systems", "description": "Convert Markdown files to professional PDFs with customizable themes, headers, footers, and styling", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mark3labs/mcp-filesystem-server", "url": "https://github.com/mark3labs/mcp-filesystem-server", "source_host": "github", "category": "File Systems", "description": "Golang implementation for local file system access.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mickaelkerjean/filestash", "url": "https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp", "source_host": "github", "category": "File Systems", "description": "Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "microsoft/markitdown", "url": "https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp", "source_host": "github", "category": "File Systems", "description": "MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-filesystem", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/filesystem", "source_host": "github", "category": "File Systems", "description": "Direct local file system access.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "UseJunior/safe-docx", "url": "https://github.com/UseJunior/safe-docx", "source_host": "github", "category": "File Systems", "description": "Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "UseJunior/safe-docx", "npm_install": "" }, { "name": "willianpinho/large-file-mcp", "url": "https://github.com/willianpinho/large-file-mcp", "source_host": "github", "category": "File Systems", "description": "Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Xuanwo/mcp-server-opendal", "url": "https://github.com/Xuanwo/mcp-server-opendal", "source_host": "github", "category": "File Systems", "description": "Access any storage with Apache OpenDAL™", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xxczaki/local-history-mcp", "url": "https://github.com/xxczaki/local-history/mcp", "source_host": "github", "category": "File Systems", "description": "MCP server for accessing VS Code/Cursor Local History", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "4dmrkey/cryptopolitan-mcp", "url": "https://github.com/4dmrkey/cryptopolitan-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time cryptocurrency news, analysis, and price predictions for AI agents. 5 tools to search 50,000+ articles across 12 categories, filter by asset ticker (120+ coins), and access content with built-in attribution. Free with attribution. SSE and Streamable HTTP transport.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "4dmrkey/cryptopolitan-mcp", "npm_install": "" }, { "name": "@arbitova/mcp-server", "url": "https://github.com/jiayuanliang0716-max/Arbitova", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial on-chain escrow + AI dispute arbitration for agent-to-agent USDC payments on Base. Seven tools covering the full `EscrowV1` contract surface: create escrow, mark delivered with on-chain content hash, confirm or dispute, arbiter resolves with signed verdict, cancel/escalate on timeout. `npx @arbitova/mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jiayuanliang0716-max/Arbitova", "npm_install": "npx @arbitova/mcp-server" }, { "name": "@asterpay/mcp-server", "url": "https://github.com/timolein74/asterpay-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics — pay-per-call in USDC on Base. SEPA Instant EUR off-ramp.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "timolein74/asterpay-mcp-server", "npm_install": "" }, { "name": "@czagents/cnb", "url": "https://github.com/martinhavel/cz-agents-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Czech National Bank (ČNB) daily FX rates: fetch official CZK exchange rates, convert between currencies, fetch historical rates. Cached 10 min to ease upstream load. npm `@czagents/cnb` or HTTP at cnb.cz-agents.dev/mcp.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "martinhavel/cz-agents-mcp", "npm_install": "" }, { "name": "@frihet/mcp-server", "url": "https://github.com/Frihet-io/frihet-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Frihet-io/frihet-mcp", "npm_install": "" }, { "name": "@iiatlas/hledger-mcp", "url": "https://github.com/iiAtlas/hledger-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "@openpulsechain/mcp-server", "url": "https://github.com/openpulsechain/public/tree/main/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "PulseChain on-chain analytics: token safety scores (0-100), honeypot detection, whale tracking, smart money feed, scam alerts, DEX volume, bridge stats, holder leagues. 11 free + 9 pro tools. `npx @openpulsechain/mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "openpulsechain/public", "npm_install": "npx @openpulsechain/mcp-server" }, { "name": "aaronjmars/web3-research-mcp", "url": "https://github.com/aaronjmars/web3-research-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "free & fully local", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ahmetsbilgin/finbrain-mcp", "url": "https://github.com/ahmetsbilgin/finbrain-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Access institutional-grade alternative financial data directly in your LLM workflows.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ahnlabio/bicscan-mcp", "url": "https://github.com/ahnlabio/bicscan-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AiAgentKarl/solana-mcp-server", "url": "https://github.com/AiAgentKarl/solana-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Solana blockchain data for AI agents — wallet balances, token prices, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder concentration, insider detection).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AiAgentKarl/solana-mcp-server", "npm_install": "" }, { "name": "alchemy/alchemy-mcp-server", "url": "https://github.com/alchemyplatform/alchemy-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Allow AI agents to interact with Alchemy's blockchain APIs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AlexanderLawson17/revettr-python", "url": "https://github.com/AlexanderLawson17/revettr-python", "source_host": "github", "category": "Finance & Fintech", "description": "Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 via x402 micropayments. $0.01 USDC per request on Base.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AlexanderLawson17/revettr-python", "npm_install": "" }, { "name": "anjor/coinmarket-mcp-server", "url": "https://github.com/anjor/coinmarket-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Coinmarket API integration to fetch cryptocurrency listings and quotes", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "araa47/jupiter-mcp", "url": "https://github.com/araa47/jupiter-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "aranjan/kite-mcp", "url": "https://github.com/aranjan/kite-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for holdings, orders, quotes, GTT triggers, and more with automated TOTP login.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "aranjan/kite-mcp", "npm_install": "" }, { "name": "arcadia-finance/mcp-server", "url": "https://github.com/arcadia-finance/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Manage Uniswap and Aerodrome liquidity positions with leverage, automated rebalancing, and yield optimization on Base, Unichain, and Optimism.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "arcadia-finance/arcadia-finance-mcp-server", "npm_install": "" }, { "name": "ariadng/metatrader-mcp-server", "url": "https://github.com/ariadng/metatrader-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Enable AI LLMs to execute trades using MetaTrader 5 platform", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "armorwallet/armor-crypto-mcp", "url": "https://github.com/armorwallet/armor-crypto-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "atomno-labs/mcp-cbr-rates", "url": "https://github.com/atomno-labs/mcp-cbr-rates", "source_host": "github", "category": "Finance & Fintech", "description": "Central Bank of Russia (ЦБ РФ) data — currency exchange rates (daily and historical), key interest rate, inflation, and aggregated macro statistics. Five typed tools backed by an in-memory TTL cache. No API key required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "atomno-labs/mcp-cbr-rates", "npm_install": "" }, { "name": "atomno-labs/mcp-egrul", "url": "https://github.com/atomno-labs/mcp-egrul", "source_host": "github", "category": "Finance & Fintech", "description": "Russian state registries EGRUL (legal entities) and EGRIP (individual entrepreneurs), built on official Federal Tax Service open-data dumps. Self-hosted via local SQLite, no API key required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "atomno-labs/mcp-egrul", "npm_install": "" }, { "name": "atomno-labs/mcp-fns-check", "url": "https://github.com/atomno-labs/mcp-fns-check", "source_host": "github", "category": "Finance & Fintech", "description": "Russian counterparty due diligence — INN/OGRN lookup against EGRUL/EGRIP, bankruptcy registry (EFRSB), tax debts (Transparent Business), FSSP enforcement proceedings, and arbitration courts (KAD). Aggregated verdict with risk flags and recommendations. No API key required (public Federal Tax Service data).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "atomno-labs/mcp-fns-check", "npm_install": "" }, { "name": "autonsol/sol-mcp", "url": "https://github.com/autonsol/sol-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Solana token risk scoring and pump.fun graduation signals. Score any token by mint address (0-100 risk, risk_label, holder concentration, liquidity), detect graduation momentum (buy/sell ratio, velocity), and query trust attestations. Live API. Freemium — 4 free tools, PRO via x402 micropayments ($0.01/call USDC).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "autonsol/sol-mcp", "npm_install": "" }, { "name": "azeth-protocol/mcp-server", "url": "https://github.com/azeth-protocol/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@azeth-protocol/mcp-azeth", "npm_install": "" }, { "name": "babyblueviper1/invinoveritas", "url": "https://github.com/babyblueviper1/invinoveritas", "source_host": "github", "category": "Finance & Fintech", "description": "Lightning-native AI reasoning, decisions, persistent memory, and agent marketplace for autonomous agents. Pay-per-use via Bitcoin Lightning. Register free — 250 starter sats. Agents earn sats selling services (seller keeps 95%), DM each other, and run autonomously. `npm install invinoveritas-mcp`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "babyblueviper1/invinoveritas", "npm_install": "" }, { "name": "bakyang2/kr-crypto-intelligence", "url": "https://github.com/bakyang2/kr-crypto-intelligence", "source_host": "github", "category": "Finance & Fintech", "description": "Korean crypto market data + AI analysis for trading agents. 7 tools: AI market read ($0.10, 9 data sources + Claude AI signal), Kimchi Premium, stablecoin premium, Upbit/Bithumb prices, USD/KRW FX rate. Pay-per-use via x402 on Base/Solana.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bakyang2/kr-crypto-intelligence", "npm_install": "" }, { "name": "bankless/onchain-mcp", "url": "https://github.com/Bankless/onchain-mcp/", "source_host": "github", "category": "Finance & Fintech", "description": "Bankless Onchain API to interact with smart contracts, query transaction and token information", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "base/base-mcp", "url": "https://github.com/base/base-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "berlinbra/alpha-vantage-mcp", "url": "https://github.com/berlinbra/alpha-vantage-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Alpha Vantage API integration to fetch both stock and crypto information", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bitteprotocol/mcp", "url": "https://github.com/BitteProtocol/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Bitte Protocol integration to run AI Agents on several blockchains.", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bolivian-peru/baozi-mcp", "url": "https://github.com/bolivian-peru/baozi-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet](https://baozi.bet) — browse markets, place bets, claim winnings, create markets, and earn affiliate commissions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Bortlesboat/bitcoin-mcp", "url": "https://github.com/Bortlesboat/bitcoin-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Self-hosted Bitcoin Core MCP server — 43 tools, 6 prompts, and 7 resources. Fee intelligence with USD conversion and send-now-or-wait advice, mempool analysis, mining pool rankings, market sentiment, block/transaction inspection, and BTC price. Your local node or hosted via Satoshi API (zero install).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Bortlesboat/bitcoin-mcp", "npm_install": "" }, { "name": "botwallet-co/mcp", "url": "https://github.com/botwallet-co/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Wallet for AI agents. Earn via invoices, spend on other agents and paid APIs, manage USDC on Solana with human-set spending limits and FROST 2-of-2 threshold signing.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "botwallet-co/mcp", "npm_install": "" }, { "name": "bubilife1202/crossfin", "url": "https://github.com/bubilife1202/crossfin", "source_host": "github", "category": "Finance & Fintech", "description": "Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micropayments for AI agents. 16 tools, 9 exchanges, 11 bridge coins.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cahthuranag/mcp-server", "url": "https://github.com/cahthuranag/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "AllRatesToday currency exchange rates: real-time mid-market rates for 160+ currencies (Reuters/Refinitiv), historical data (1d/7d/30d/1y), currency list, and multi-target lookups. Free tier, no key needed for the simple-rate endpoint. Install: `npx @allratestoday/mcp-server`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cahthuranag/mcp-server", "npm_install": "npx @allratestoday/mcp-server" }, { "name": "calintzy/evmscope", "url": "https://github.com/calintzy/evmscope", "source_host": "github", "category": "Finance & Fintech", "description": "EVM blockchain intelligence toolkit with 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across Ethereum, Polygon, Arbitrum, Base, and Optimism. Zero config, no API keys required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "calintzy/evmscope", "npm_install": "" }, { "name": "carsol/monarch-mcp-server", "url": "https://github.com/carsol/monarch-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cct15/war-dashboard-data", "url": "https://github.com/cct15/war-dashboard-data", "source_host": "github", "category": "Finance & Fintech", "description": "Geopolitical conflict risk probabilities for AI agents. Covers 6 regions (Russia-Ukraine, Iran-Israel, China-Taiwan, etc.) with escalation/ceasefire/regime change probabilities at 1d/7d/30d horizons. Includes maritime chokepoint vessel data and political event probabilities. Updated daily.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chargebee/mcp", "url": "https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol", "source_host": "github", "category": "Finance & Fintech", "description": "MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chopmob-cloud/AlgoVoi-Platform-Adapters", "url": "https://github.com/chopmob-cloud/AlgoVoi-Platform-Adapters/tree/master/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "AlgoVoi crypto payment gateway MCP. Create hosted checkout links, verify on-chain payments, generate MPP/x402/AP2 agent-commerce challenges. Supports USDC + native tokens (ALGO/VOI/HBAR/XLM) on Algorand, VOI, Hedera, and Stellar — mainnet + testnet. Routes through AlgoVoi Cloud for managed payouts. Install: `npx @algovoi/mcp-server` or `uvx algovoi-mcp`.", "languages": [ "python", "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "chopmob-cloud/AlgoVoi-Platform-Adapters", "npm_install": "npx @algovoi/mcp-server" }, { "name": "chrisbusbin-pixel/propfirmdealfinder-mcp-server", "url": "https://github.com/chrisbusbin-pixel/propfirmdealfinder-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Aggregates proprietary trading firm discounts, reviews, and affiliate deals across 20+ prop firms. Query live discount codes, compare firms by country, and check featured deals via MCP tools.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "chrisbusbin-pixel/propfirmdealfinder-mcp-server", "npm_install": "" }, { "name": "clicks-protocol/mcp-server", "url": "https://github.com/clicks-protocol/clicks-protocol/tree/main/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split payments 80/20 (liquid/yield), withdraw anytime, simulate splits, check APY, and track on-chain referrals. Non-custodial, no lockup, MIT licensed. `npx @clicks-protocol/mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "clicks-protocol/clicks-protocol", "npm_install": "npx @clicks-protocol/mcp-server" }, { "name": "codex-data/codex-mcp", "url": "https://github.com/Codex-Data/codex-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "coinpaprika/dexpaprika-mcp", "url": "https://github.com/coinpaprika/dexpaprika-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "connerlambden/helium-mcp", "url": "https://github.com/connerlambden/helium-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-powered options pricing, balanced news synthesis, live market data, and meme search. 9 tools. 50 free queries, no signup needed.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "connerlambden/helium-mcp", "npm_install": "" }, { "name": "conviction-fm/conviction-mcp", "url": "https://github.com/abcxz/conviction-fm", "source_host": "github", "category": "Finance & Fintech", "description": "The arena where AI agents compete for real returns. Prompt a strategy in plain English, get a funded agent that runs autonomously. Agents enter daily parimutuel pools and the conviction multiplier rewards being early and right over being late with size.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "abcxz/conviction-fm", "npm_install": "" }, { "name": "cryptobriefing/gloria-mcp", "url": "https://github.com/cryptobriefing/gloria-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-curated crypto news intelligence for agents. Real-time headlines with sentiment analysis, AI-generated recaps, keyword search, and ticker summaries across 16 categories including Bitcoin, Ethereum, DeFi, and AI.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "cryptobriefing/gloria-mcp", "npm_install": "" }, { "name": "CryptoRugMunch/rug-munch-mcp", "url": "https://github.com/CryptoRugMunch/rug-munch-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "19 crypto token risk intelligence tools for AI agents. Rug pull detection, honeypot scoring, deployer tracking, holder deep-dive, KOL shill detection, social OSINT, and LLM forensic analysis. Free tier (1 call/day) + API keys + x402 USDC micropayments. Remote SSE transport available.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@CryptoRugMunch/rug-munch-intelligence", "npm_install": "" }, { "name": "cuthongthai-vn/vimo-mcp-server", "url": "https://github.com/cuthongthai-vn/vimo-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Vietnam stock market intelligence — 35 tools: real-time SSI quotes, technical analysis, financial statements, stock screener (13 strategies), AI picks, foreign flow, macro indicators, and 13 investment playbook categories", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cuthongthai-vn/vimo-mcp-server", "npm_install": "" }, { "name": "Cyberweasel777/botindex-mcp-server", "url": "https://github.com/Cyberweasel777/botindex-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "BotIndex + Agorion MCP server — AI signal intelligence API + agent service discovery network. x402 payment gating on premium endpoints.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Cyberweasel777/botindex-mcp-server", "npm_install": "" }, { "name": "dan1d/cobroya", "url": "https://github.com/dan1d/mercadopago-tool", "source_host": "github", "category": "Finance & Fintech", "description": "Mercado Pago payments for AI agents — create payment links, search payments, and issue refunds. Built for LATAM merchants.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "dan1d/cobroya", "npm_install": "" }, { "name": "dan1d/dolar-mcp", "url": "https://github.com/dan1d/dolar-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP, CCL, crypto, tarjeta — plus currency conversion and spread calculator.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dan1d/dolar-mcp", "npm_install": "" }, { "name": "debridge-finance/debridge-mcp", "url": "https://github.com/debridge-finance/debridge-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@debridge-finance/de-bridge", "npm_install": "" }, { "name": "debtstack-ai/debtstack-python", "url": "https://github.com/debtstack-ai/debtstack-python", "source_host": "github", "category": "Finance & Fintech", "description": "Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "decidefyi/decide", "url": "https://github.com/decidefyi/decide", "source_host": "github", "category": "Finance & Fintech", "description": "Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Declan142/calcnook-mcp-server", "url": "https://github.com/Declan142/calcnook-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Personal finance calculations across 7 countries (US, UK, CA, AU, AE, SA, India) plus Sharia-compliant Islamic finance (Zakat, Murabaha, Ijarah, Mudarabah, Hajj savings, halal stock screening). 17 tools wrapping the deterministic [calcnook](https://pypi.org/project/calcnook/) engine — income tax, SIP/EMI/loans, retirement, EOSG, VAT, currency formatting (incl. Indian lakh/crore), and BMI/BMR/TDEE. Zero API keys, pure stdlib. Install with `uvx calcnook-mcp`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Declan142/calcnook-mcp-server", "npm_install": "" }, { "name": "demwick/polymarket-agent-mcp", "url": "https://github.com/demwick/polymarket-agent-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "49-tool Polymarket prediction market suite for AI agents. Direct trading, smart money flow detection, copy trading with auto-monitor, backtesting, arbitrage scanning, portfolio optimization, and real-time WebSocket price streaming. Preview mode for simulation, live mode for real orders.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "demwick/polymarket-agent-mcp", "npm_install": "" }, { "name": "doggybee/mcp-server-ccxt", "url": "https://github.com/doggybee/mcp-server-ccxt", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "douglasborthwick-crypto/mcp-server-insumer", "url": "https://github.com/douglasborthwick-crypto/mcp-server-insumer", "source_host": "github", "category": "Finance & Fintech", "description": "On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification, wallet trust profiles, compliance templates, merchant onboarding, ACP/UCP commerce protocols.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@douglasborthwick-crypto/mcp-server-insumer", "npm_install": "" }, { "name": "edge-claw/mood-booster-agent", "url": "https://github.com/edge-claw/mood-booster-agent", "source_host": "github", "category": "Finance & Fintech", "description": "ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE transport) with on-chain USDC tipping, ERC-8004 reputation feedback, and discovery across 6 chains.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@edge-claw/mood-booster-agent", "npm_install": "" }, { "name": "equivault/equivault-mcp", "url": "https://github.com/equivault/equivault-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Official [EquiVault](https://equivault.ai) MCP — AI-powered equity research for Claude. 38 tools covering company fundamentals, financial statements, ratios & metrics, stock quotes, screening, peer comparison, investment narrative, guidance tracking, segments, capital allocation, insider transactions, earnings quality, signals intelligence, alerts, briefs, portfolio analytics, and more. Tier-aware with graceful upgrade prompts. Install via `npx equivault-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "equivault/equivault-mcp", "npm_install": "npx equivault-mcp" }, { "name": "etbars/vibetrader-mcp", "url": "https://github.com/etbars/vibetrader-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "evan-moon/firma", "url": "https://github.com/evan-moon/firma", "source_host": "github", "category": "Finance & Fintech", "description": "Local-first CLI asset tracker for overseas stock investors with Claude Desktop MCP integration. 13 tools for portfolio tracking, net worth snapshots, cash flow analysis, and market research (earnings, insider trades, SEC filings) via Finnhub. Install: `npm install -g firma-app`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "evan-moon/firma", "npm_install": "" }, { "name": "ExpertVagabond/solana-mcp-server", "url": "https://github.com/ExpertVagabond/solana-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "25 tools for Solana blockchain — wallet management, SOL/SPL token transfers, SPL token creation and minting, account operations, and network switching (mainnet/devnet/testnet).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ExpertVagabond/solana-mcp-server", "npm_install": "" }, { "name": "Fan Token Intel MCP", "url": "https://github.com/BrunoPessoa22/chiliz-marketing-intel", "source_host": "github", "category": "Finance & Fintech", "description": "67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferdousbhai/investor-agent", "url": "https://github.com/ferdousbhai/investor-agent", "source_host": "github", "category": "Finance & Fintech", "description": "Yahoo Finance integration to fetch stock market data including options recommendations", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferdousbhai/tasty-agent", "url": "https://github.com/ferdousbhai/tasty-agent", "source_host": "github", "category": "Finance & Fintech", "description": "Tastyworks API integration to handle trading activities on Tastytrade", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ferdousbhai/wsb-analyst-mcp", "url": "https://github.com/ferdousbhai/wsb-analyst-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Reddit integration to analyze content on WallStreetBets community", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fernikolic/clawdentials", "url": "https://github.com/fernikolic/clawdentials", "source_host": "github", "category": "Finance & Fintech", "description": "Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fernsugi/x402-api-server", "url": "https://github.com/fernsugi/x402-api-server/tree/main/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base). 8 endpoints: price feeds, gas tracker, DEX quotes, whale tracker, yield scanner, funding rates, token scanner, wallet profiler. No API keys needed.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "fernsugi/x402-api", "npm_install": "" }, { "name": "financialdatanet/mcp-server", "url": "https://github.com/financialdatanet/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "finmap-org/mcp-server", "url": "https://github.com/finmap-org/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Fluke-Studio/uk-business-intelligence-mcp", "url": "https://github.com/Fluke-Studio/uk-business-intelligence-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one call. Four data sources, single JSON response.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Fluke-Studio/uk-business-intelligence-mcp", "npm_install": "" }, { "name": "Frontier-Compute/zcash-mcp", "url": "https://github.com/Frontier-Compute/zcash-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Zcash shielded operations for AI agents. Chain queries, memo decoding, on-chain attestation, and proof verification.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Frontier-Compute/zcash-mcp", "npm_install": "" }, { "name": "Fund-z/fundzwatch-mcp", "url": "https://github.com/Fund-z/fundzwatch-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time business event intelligence for AI agents. Funding rounds, acquisitions, executive hires, AI-scored leads, and market intelligence.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Fund-z/fundzwatch-mcp", "npm_install": "" }, { "name": "GeiserX/cashpilot-mcp", "url": "https://github.com/GeiserX/cashpilot-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Go-based MCP server for CashPilot bandwidth-sharing dashboards. Monitor passive income, DePIN earnings, and container status across multiple sharing services. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/cashpilot-mcp", "npm_install": "" }, { "name": "getAlby/mcp", "url": "https://github.com/getAlby/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "getalby/nwc-mcp-server", "url": "https://github.com/getalby/nwc-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Bitcoin Lightning wallet integration powered by Nostr Wallet Connect", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "giskard09/argentum-core", "url": "https://github.com/giskard09/argentum-core", "source_host": "github", "category": "Finance & Fintech", "description": "Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation on Arbitrum. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard. Karma-weighted verification, slashing, and Kleros dispute resolution.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "giskard09/argentum-core", "npm_install": "" }, { "name": "glaksmono/finbud-data-mcp", "url": "https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "goodmeta/intelligence-mcp", "url": "https://github.com/goodmeta/intelligence-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for activity across AP2, ACP, x402, MPP, and UCP protocols. Returns scored opportunities with recommended actions. Free protocol comparison + paid scan via x402 USDC.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "goodmeta/intelligence-mcp", "npm_install": "" }, { "name": "gosodax/builders-sodax-mcp-server", "url": "https://github.com/gosodax/builders-sodax-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for 17+ networks. Query swaps, lending, solver volume, and intent history from your AI coding assistant.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@gosodax/sodax-builders-mcp", "npm_install": "" }, { "name": "gpartin/CryptoGuardClient", "url": "https://github.com/gpartin/CryptoGuardClient", "source_host": "github", "category": "Finance & Fintech", "description": "Per-transaction deterministic crypto validator for AI trading agents. Validate trades (PROCEED/CAUTION/BLOCK), scan tokens, detect rug pulls — powered by WaveGuard physics engine. 5 free calls/day, x402 USDC payments. `pip install CryptoGuardClient`", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gpartin/CryptoGuardClient", "npm_install": "" }, { "name": "grahammccain/chart-library-mcp", "url": "https://github.com/grahammccain/chart-library-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Historical stock chart pattern intelligence for AI agents. 24M pre-computed embeddings across 15K stocks and 10 years of data. Search by ticker+date or screenshot to find the most similar historical patterns and see what happened next. 19 tools including pattern search, forward returns, regime analysis, and trade simulation. Install: `pip install chartlibrary-mcp`. Free tier: 200 calls/day.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "grahammccain/chart-library-mcp", "npm_install": "" }, { "name": "Haiku-Trading/haiku-mcp-server", "url": "https://github.com/Haiku-Trading/haiku-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "DeFi execution MCP server — swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains. 7 tools for token discovery, portfolio analysis, quoting, and execution. `npx haiku-mcp-server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Haiku-Trading/haiku-mcp-server", "npm_install": "npx haiku-mcp-server" }, { "name": "Handshake58/DRAIN-marketplace", "url": "https://github.com/Handshake58/DRAIN-marketplace", "source_host": "github", "category": "Finance & Fintech", "description": "Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polygon. No API keys, no subscriptions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Helm-Protocol/openttt-mcp", "url": "https://github.com/Helm-Protocol/openttt-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Proof-of-Time temporal attestation for AI agents. 4 HTTPS sources, 54K+ proofs. Claude Desktop compatible.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Helm-Protocol/openttt-mcp", "npm_install": "" }, { "name": "heurist-network/heurist-mesh-mcp-server", "url": "https://github.com/heurist-network/heurist-mesh-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hifriendbot/agentwallet-mcp", "url": "https://github.com/hifriendbot/agentwallet-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Permissionless wallet infrastructure for AI agents. 29 tools for wallet creation, transaction signing, token transfers, and x402 payments across all EVM chains and Solana. No KYC, no API keys — agents pay with USDC.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "hifriendbot/agentwallet-mcp", "npm_install": "" }, { "name": "hive-intel/hive-crypto-mcp", "url": "https://github.com/hive-intel/hive-crypto-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hoqqun/stooq-mcp", "url": "https://github.com/hoqqun/stooq-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany).", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "horustechltd/horus-flow-mcp", "url": "https://github.com/horustechltd/horus-flow-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Institutional-grade crypto and US equity orderflow engine for real-time liquidity analysis and institutional alpha.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "horustechltd/horus-flow-mcp", "npm_install": "" }, { "name": "Hovsteder/powersun-tron-mcp", "url": "https://github.com/Hovsteder/powersun-tron-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools for buying energy, swapping TRC-20 tokens via SunSwap DEX, selling resources, and earning passive income. Remote Streamable HTTP with 3 payment methods (API Key, HTTP 402, x402 USDC).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Hovsteder/powersun-tron-mcp", "npm_install": "" }, { "name": "HuggingAGI/mcp-baostock-server", "url": "https://github.com/HuggingAGI/mcp-baostock-server", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hypurrquant/perp-cli", "url": "https://github.com/hypurrquant/perp-cli", "source_host": "github", "category": "Finance & Fintech", "description": "Multi-DEX perpetual futures trading MCP server for Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, trade execution with dry-run safety, funding rate arbitrage scanning, portfolio analytics, and cross-exchange comparison.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hypurrquant/perp-cli", "npm_install": "" }, { "name": "ignaciohermosillacornejo/copilot-money-mcp", "url": "https://github.com/ignaciohermosillacornejo/copilot-money-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Read and manage [Copilot Money](https://copilot.money) personal finance data — 30 tools for transactions, budgets, accounts, recurring charges, investments, and goals. Reads are 100% local from the Firestore cache; opt-in writes (`--write`) go directly to Copilot's GraphQL API.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ignaciohermosillacornejo/copilot-money-mcp", "npm_install": "" }, { "name": "IndigoProtocol/cardano-mcp", "url": "https://github.com/IndigoProtocol/cardano-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Cardano blockchain MCP server for wallet interactions — submit transactions, fetch addresses, read UTxOs, check balances, resolve ADAHandles, and check stake delegation", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "IndigoProtocol/cardano-mcp", "npm_install": "" }, { "name": "IndigoProtocol/indigo-mcp", "url": "https://github.com/IndigoProtocol/indigo-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for Indigo Protocol on Cardano — iAsset prices, CDP/loan analytics, stability pools, INDY staking, governance, and DEX data for LLM agents", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "IndigoProtocol/indigo-mcp", "npm_install": "" }, { "name": "intentos-labs/beeper-mcp", "url": "https://github.com/intentos-labs/beeper-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jackrain19743/hou-tea-mcp-server", "url": "https://github.com/jackrain19743/hou-tea-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Browse, recommend, and **buy authentic Chinese tea** from hou-tea.com using **USDC stablecoin via the x402 protocol**. First commerce MCP that ships real on-chain payment intents (delegated to wallet MCPs like `@coinbase/payments-mcp`). 8 tools: browse / recommend / explain / compare / health-filter / payment / order-status / agent-card.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jackrain19743/hou-tea-mcp-server", "npm_install": "" }, { "name": "jacksun911/megalaunch-mcp", "url": "https://github.com/jacksun911/megalaunch-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-generated art, bundled buys, and Jito-powered MEV protection. Supports Basic and Premium packages.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jacksun911/megalaunch-mcp", "npm_install": "" }, { "name": "jacobsd32-cpu/djd-agent-score-mcp", "url": "https://github.com/jacobsd32-cpu/djd-agent-score-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Reputation scoring for AI agent wallets on Base. 9 tools: trust scores, fraud reports, blacklist checks, leaderboard, badge generation, and agent registration. Free + x402 paid tiers.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@jacobsd32-cpu/djd-agent-score-mcp", "npm_install": "" }, { "name": "JamesANZ/bitcoin-mcp", "url": "https://github.com/JamesANZ/bitcoin-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that enables AI models to query the Bitcoin blockchain.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JamesANZ/evm-mcp", "url": "https://github.com/JamesANZ/evm-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JamesANZ/prediction-market-mcp", "url": "https://github.com/JamesANZ/prediction-market-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "janswist/mcp-dexscreener", "url": "https://github.com/janswist/mcp-dexscreener", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time on-chain market prices using open and free Dexscreener API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JhiNResH/maiat-protocol", "url": "https://github.com/JhiNResH/maiat-protocol", "source_host": "github", "category": "Finance & Fintech", "description": "Trust infrastructure for the agent economy. 4 tools: agent trust scores (18K+ agents indexed), token rug pull forensics, outcome reporting for oracle feedback loop, and Scarab reputation points. Hosted MCP at `https://app.maiat.io/api/mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "JhiNResH/maiat-protocol", "npm_install": "" }, { "name": "jjlabsio/korea-stock-mcp", "url": "https://github.com/jjlabsio/korea-stock-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP Server for Korean stock analysis using OPEN DART API and KRX API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joepangallo/mcp-server-agentpay", "url": "https://github.com/joepangallo/mcp-server-agentpay", "source_host": "github", "category": "Finance & Fintech", "description": "Payment gateway for autonomous AI agents. Single gateway key for tool discovery, auto-provisioning, and pay-per-call metering. Supports Stripe and x402 USDC for fully autonomous wallet funding.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ict1p5dlrr", "npm_install": "" }, { "name": "JosueM1109/personal-finance-mcp", "url": "https://github.com/JosueM1109/personal-finance-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Self-hosted, read-only MCP server that connects banks, credit cards, loans, and brokerage accounts via Plaid. 9 tools for balances, transactions, recurring charges, liabilities, and investment holdings.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "JosueM1109/personal-finance-mcp", "npm_install": "" }, { "name": "kindrat86/mcp-deal-flow-signal", "url": "https://github.com/kindrat86/mcp-deal-flow-signal", "source_host": "github", "category": "Finance & Fintech", "description": "VC deal flow signals from GitHub engineering activity. Tracks startup commit velocity, contributor growth, and repo expansion across 20 sectors for seed and Series A investors. No API key required. Install: `npx @gitdealflow/mcp-signal`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "kindrat86/mcp-deal-flow-signal", "npm_install": "npx @gitdealflow/mcp-signal" }, { "name": "klever-io/mcp-klever-vm", "url": "https://github.com/klever-io/mcp-klever-vm", "source_host": "github", "category": "Finance & Fintech", "description": "Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/binance-alpha-mcp", "url": "https://github.com/kukapay/binance-alpha-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/bitcoin-utxo-mcp", "url": "https://github.com/kukapay/bitcoin-utxo-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/blockbeats-mcp", "url": "https://github.com/kukapay/blockbeats-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/blocknative-mcp", "url": "https://github.com/kukapay/blocknative-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/bridge-metrics-mcp", "url": "https://github.com/kukapay/bridge-metrics-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time cross-chain bridge metrics.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/bridge-rates-mcp", "url": "https://github.com/kukapay/bridge-rates-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/chainlink-feeds-mcp", "url": "https://github.com/kukapay/chainlink-feeds-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time access to Chainlink's decentralized on-chain price feeds.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/chainlist-mcp", "url": "https://github.com/kukapay/chainlist-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/cointelegraph-mcp", "url": "https://github.com/kukapay/cointelegraph-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time access to the latest news from Cointelegraph.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-feargreed-mcp", "url": "https://github.com/kukapay/crypto-feargreed-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time and historical Crypto Fear & Greed Index data.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-funds-mcp", "url": "https://github.com/kukapay/crypto-funds-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing AI agents with structured, real-time data on cryptocurrency investment funds.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-indicators-mcp", "url": "https://github.com/kukapay/crypto-indicators-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-liquidations-mcp", "url": "https://github.com/kukapay/crypto-liquidations-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Streams real-time cryptocurrency liquidation events from Binance.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-news-mcp", "url": "https://github.com/kukapay/crypto-news-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-orderbook-mcp", "url": "https://github.com/kukapay/crypto-orderbook-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Analyzing order book depth and imbalance across major crypto exchanges.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-pegmon-mcp", "url": "https://github.com/kukapay/crypto-pegmon-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Tracking stablecoin peg integrity across multiple blockchains.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-portfolio-mcp", "url": "https://github.com/kukapay/crypto-portfolio-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for tracking and managing cryptocurrency portfolio allocations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-projects-mcp", "url": "https://github.com/kukapay/crypto-projects-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing cryptocurrency project data from Mobula.io to AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-rss-mcp", "url": "https://github.com/kukapay/crypto-rss-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-sentiment-mcp", "url": "https://github.com/kukapay/crypto-sentiment-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that delivers cryptocurrency sentiment analysis to AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-stocks-mcp", "url": "https://github.com/kukapay/crypto-stocks-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks real-time data for major crypto-related stocks.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-trending-mcp", "url": "https://github.com/kukapay/crypto-trending-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Tracking the latest trending tokens on CoinGecko.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/crypto-whitepapers-mcp", "url": "https://github.com/kukapay/crypto-whitepapers-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Serving as a structured knowledge base of crypto whitepapers.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/cryptopanic-mcp-server", "url": "https://github.com/kukapay/cryptopanic-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/dao-proposals-mcp", "url": "https://github.com/kukapay/dao-proposals-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that aggregates live governance proposals from major DAOs.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/defi-yields-mcp", "url": "https://github.com/kukapay/defi-yields-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for AI agents to explore DeFi yield opportunities.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/dex-pools-mcp", "url": "https://github.com/kukapay/dex-pools-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides AI agents with real-time access to DEX liquidity pool data.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/dexscreener-trending-mcp", "url": "https://github.com/kukapay/dexscreener-trending-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Provides real-time trending tokens from DexScreener.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/dune-analytics-mcp", "url": "https://github.com/kukapay/dune-analytics-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "A mcp server that bridges Dune Analytics data to AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/etf-flow-mcp", "url": "https://github.com/kukapay/etf-flow-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Delivering crypto ETF flow data to power AI agents' decision-making.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/ethereum-validator-queue-mcp", "url": "https://github.com/kukapay/ethereum-validator-queue-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks Ethereum’s validator activation and exit queues in real time.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/freqtrade-mcp", "url": "https://github.com/kukapay/freqtrade-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that integrates with the Freqtrade cryptocurrency trading bot.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/funding-rates-mcp", "url": "https://github.com/kukapay/funding-rates-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Providing real-time funding rate data across major crypto exchanges.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/hyperliquid-info-mcp", "url": "https://github.com/kukapay/hyperliquid-info-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/hyperliquid-whalealert-mcp", "url": "https://github.com/kukapay/hyperliquid-whalealert-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/jupiter-mcp", "url": "https://github.com/kukapay/jupiter-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/pancakeswap-poolspy-mcp", "url": "https://github.com/kukapay/pancakeswap-poolspy-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks newly created pools on Pancake Swap.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/polymarket-predictions-mcp", "url": "https://github.com/kukapay/polymarket-predictions-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that delivers real-time market odds from Polymarket.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/pumpswap-mcp", "url": "https://github.com/kukapay/pumpswap-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/raydium-launchlab-mcp", "url": "https://github.com/kukapay/raydium-launchlab-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/rug-check-mcp", "url": "https://github.com/kukapay/rug-check-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that detects potential risks in Solana meme tokens.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/stargate-bridge-mcp", "url": "https://github.com/kukapay/stargate-bridge-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that enables cross-chain token transfers via the Stargate protocol.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/sui-trader-mcp", "url": "https://github.com/kukapay/sui-trader-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/thegraph-mcp", "url": "https://github.com/kukapay/thegraph-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that powers AI agents with indexed blockchain data from The Graph.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/token-minter-mcp", "url": "https://github.com/kukapay/token-minter-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/token-revoke-mcp", "url": "https://github.com/kukapay/token-revoke-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/twitter-username-changes-mcp", "url": "https://github.com/kukapay/twitter-username-changes-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks the historical changes of Twitter usernames.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/uniswap-poolspy-mcp", "url": "https://github.com/kukapay/uniswap-poolspy-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/uniswap-price-mcp", "url": "https://github.com/kukapay/uniswap-price-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/uniswap-trader-mcp", "url": "https://github.com/kukapay/uniswap-trader-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/wallet-inspector-mcp", "url": "https://github.com/kukapay/wallet-inspector-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/web3-jobs-mcp", "url": "https://github.com/kukapay/web3-jobs-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides AI agents with real-time access to curated Web3 jobs.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/whale-tracker-mcp", "url": "https://github.com/kukapay/whale-tracker-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "A mcp server for tracking cryptocurrency whale transactions.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KyuRish/trading212-mcp-server", "url": "https://github.com/KyuRish/trading212-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Trading 212 API integration with 28 tools for portfolio management, trading (market/limit/stop orders), pies, dividends, market data, and analytics. Built-in rate limiting.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@KyuRish/trading212-mcp-server", "npm_install": "" }, { "name": "laukikk/alpaca-mcp", "url": "https://github.com/laukikk/alpaca-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lightningfaucet/lightning-wallet-mcp", "url": "https://github.com/lightningfaucet/lightning-wallet-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Give AI agents a Bitcoin Lightning wallet with L402/X402 paid API support, operator/agent hierarchy, budget controls, and CLI interface.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lightningfaucet/lightning-wallet-mcp", "npm_install": "" }, { "name": "likidodefi/riskstate-mcp", "url": "https://github.com/likidodefi/riskstate-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "likidodefi/riskstate-mcp", "npm_install": "" }, { "name": "Liquidiction/liquidiction-mcp", "url": "https://github.com/Liquidiction/liquidiction-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Live Hyperliquid HIP-4 prediction market data. 10 tools for odds, orderbooks, candles, trades, and portfolio positions. First MCP server for on-chain prediction markets. No API keys required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Liquidiction/liquidiction-mcp", "npm_install": "" }, { "name": "lmwharton/sieve-mcp", "url": "https://github.com/lmwharton/sieve-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensions, get a Sieve Score (0-140) with evidence-typed findings and a clear meeting recommendation. Built for VCs, solo GPs, and angel investors.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lmwharton/sieve-mcp", "npm_install": "" }, { "name": "lnbits/LNbits-MCP-Server", "url": "https://github.com/lnbits/LNbits-MCP-Server", "source_host": "github", "category": "Finance & Fintech", "description": "Am MCP server for LNbits Lightning Network wallet integration.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "logotype/fixparser", "url": "https://gitlab.com/logotype/fixparser", "source_host": "gitlab", "category": "Finance & Fintech", "description": "FIX Protocol (send orders, market data, etc.) written in TypeScript.", "languages": [ "typescript" ], "scopes": [ "cloud", "local", "embedded" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "longportapp/openapi", "url": "https://github.com/longportapp/openapi/tree/main/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "make-software/cspr-trade-mcp", "url": "https://github.com/make-software/cspr-trade-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial DEX trading on the Casper Network via [CSPR.trade](https://cspr.trade). 14 tools for market data, swaps, liquidity, and account queries. Transactions built remotely, signed locally — private keys never leave the machine. Public endpoint: `https://mcp.cspr.trade/mcp`", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "make-software/cspr-trade-mcp", "npm_install": "" }, { "name": "MarcinDudekDev/crypto-signals-mcp", "url": "https://github.com/MarcinDudekDev/crypto-signals-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time crypto volume anomaly detection across 50+ tokens. Detects unusual trading activity, whale movements, and pump signals via live API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@MarcinDudekDev/crypto-signals-mcp", "npm_install": "" }, { "name": "Mattbusel/Reddit-Options-Trader-ROT-", "url": "https://github.com/Mattbusel/Reddit-Options-Trader-ROT-", "source_host": "github", "category": "Finance & Fintech", "description": "The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mbrassey/solentic", "url": "https://github.com/mbrassey/solentic", "source_host": "github", "category": "Finance & Fintech", "description": "Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned transactions only, ~6% APY via Blueprint validator.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@blueprint-infrastructure/solentic", "npm_install": "" }, { "name": "mcpdotdirect/evm-mcp-server", "url": "https://github.com/mcpdotdirect/evm-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mcpdotdirect/starknet-mcp-server", "url": "https://github.com/mcpdotdirect/starknet-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MeshLedger/MeshLedger", "url": "https://github.com/MeshLedger/MeshLedger", "source_host": "github", "category": "Finance & Fintech", "description": "AI-to-AI marketplace with on-chain escrow", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "MeshLedger/MeshLedger", "npm_install": "" }, { "name": "mikusnuz/pexbot-mcp", "url": "https://github.com/mikusnuz/pexbot-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI simulated crypto trading with real-time Upbit prices. 11 tools for registration, trading, and autonomous AI investment with 100M KRW virtual balance. `npx -y @pexbot/mcp`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/pexbot-mcp", "npm_install": "npx -y @pexbot/mcp" }, { "name": "minhoyoo-iotrust/WAIaaS", "url": "https://github.com/minhoyoo-iotrust/WAIaaS", "source_host": "github", "category": "Finance & Fintech", "description": "Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto: transfers, DeFi (swap, lend, stake, bridge, perp, yield), NFTs, smart contracts, transaction signing, and x402 payments. Solana + EVM with session auth and spending policies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "minhoyoo-iotrust/WAIaaS", "npm_install": "" }, { "name": "minhyeoky/mcp-server-ledger", "url": "https://github.com/minhyeoky/mcp-server-ledger", "source_host": "github", "category": "Finance & Fintech", "description": "A ledger-cli integration for managing financial transactions and generating reports.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mission69b/t2000", "url": "https://github.com/mission69b/t2000", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mission69b/t2000", "npm_install": "" }, { "name": "mnemox-ai/tradememory-protocol", "url": "https://github.com/mnemox-ai/tradememory-protocol", "source_host": "github", "category": "Finance & Fintech", "description": "Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "moxiespirit/oathscore", "url": "https://github.com/moxiespirit/oathscore", "source_host": "github", "category": "Finance & Fintech", "description": "The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality ratings (0-100) for financial data APIs. 8 MCP tools.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "moxiespirit/oath-score", "npm_install": "" }, { "name": "mrslbt/xendit-mcp", "url": "https://github.com/mrslbt/xendit-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance checks, and bank transfers across Indonesia, Philippines, Thailand, Vietnam, and Malaysia. Install via `npx xendit-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mrslbt/xendit-mcp", "npm_install": "npx xendit-mcp" }, { "name": "muvon/mcp-binance-futures", "url": "https://github.com/muvon/mcp-binance-futures", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for Binance USDT-M Futures trading — exposes tools for market data, account state, order management, and position/margin control.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Muvon/mcp-binance-futures", "npm_install": "" }, { "name": "narumiruna/yfinance-mcp", "url": "https://github.com/narumiruna/yfinance-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that uses yfinance to obtain information from Yahoo Finance.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nckhemanth0/subscription-tracker-mcp", "url": "https://github.com/nckhemanth0/subscription-tracker-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for intelligent subscription management with Gmail + MySQL integration.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nexusforge-tools/mcp-eu-finance", "url": "https://github.com/nexusforge-tools/mcp-eu-finance", "source_host": "github", "category": "Finance & Fintech", "description": "European financial data for AI agents — ECB rates, Eurostat inflation, GDP and unemployment by EU country. Zero API key needed.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "nexusforge-tools/mcp-eu-finance", "npm_install": "" }, { "name": "nicholasbester/clickup-cli", "url": "https://github.com/nicholasbester/clickup-cli", "source_host": "github", "category": "Finance & Fintech", "description": "ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-efficient compact responses (~98% smaller than raw JSON), flattening nested objects for minimal context usage. Also works as a standalone CLI.", "languages": [ "rust" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "nicholasbester/clickup-cli", "npm_install": "" }, { "name": "nikicat/mcp-wallet-signer", "url": "https://github.com/nikicat/mcp-wallet-signer", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask, etc.) for signing. Private keys never leave the browser; every action requires explicit user approval via EIP-6963.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "noblabs/lit-forge-mcp", "url": "https://github.com/noblabs/lit-forge-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `simulate_nisa` (monthly compound), `plan_retirement` (3-scenario retirement gap analysis with Japanese pension defaults), `calculate_required_monthly` (back-calc to a target), and `calculate_compound_interest` (lump + monthly). Companion to https://lit-forge.com/nisa-simulator. npm: `lit-forge-mcp`. MIT, no telemetry.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "noblabs/lit-forge-mcp", "npm_install": "" }, { "name": "ntriq-gh/ntriq-agentshop", "url": "https://github.com/ntriq-gh/ntriq-agentshop", "source_host": "github", "category": "Finance & Fintech", "description": "Document intelligence, invoice extraction, PII detection, and sentiment analysis via x402 micropayments. Pay-per-use with USDC on Base — no API keys. 6 endpoints from $0.01.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ntriq-gh/ntriq-agentshop", "npm_install": "" }, { "name": "nullpath-labs/mcp-client", "url": "https://github.com/nullpath-labs/mcp-client", "source_host": "github", "category": "Finance & Fintech", "description": "AI agent marketplace with x402 micropayments. Discover, execute, and pay agents per-request via MCP with USDC on Base.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@nullpath-labs/mcp-client", "npm_install": "" }, { "name": "OctagonAI/octagon-mcp-server", "url": "https://github.com/OctagonAI/octagon-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Octagon AI Agents to integrate private and public market data", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "oerc-s/primordia", "url": "https://github.com/oerc-s/primordia", "source_host": "github", "category": "Finance & Fintech", "description": "AI agent economic settlement. Verify receipts, emit meters (FREE). Net settlements, credit lines, audit-grade balance sheets (PAID/402).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "olgasafonova/gleif-mcp-server", "url": "https://github.com/olgasafonova/gleif-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "omni-fun-mcp-server", "url": "https://github.com/0xzcov/omni-fun-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Multichain memecoin launchpad across 8 chains (Base, Arb, OP, Polygon, BSC, ETH, Avax, Solana). Tokenize yourself as an oMeme — earn 0.5% creator fee forever + 50% Uniswap V3 LP fees after graduation, from a single LP. $69 bounties. First 100 agents FREE for 60 days. 8 tools: trending tokens, search, quotes, bonding curves, trade simulation, chain info.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "0xzcov/omni-fun-mcp-server", "npm_install": "" }, { "name": "omniologynow-rgb/profitspot-mcp", "url": "https://github.com/omniologynow-rgb/profitspot-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Cross-chain DeFi intelligence MCP server for AI agents. 7 tools for yield discovery, pool analysis, profit simulation, risk scoring, whale tracking, impermanent loss calculation, and DeFi overview across 86 chains and 6,500+ liquidity pools. Install via `pip install profitspot-mcp`.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "omniologynow-rgb/profitspot-mcp", "npm_install": "" }, { "name": "openMF/mcp-mifosx", "url": "https://github.com/openMF/mcp-mifosx", "source_host": "github", "category": "Finance & Fintech", "description": "A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "openMF/mcp-mifosx-self-service", "url": "https://github.com/openMF/mcp-mifosx-self-service", "source_host": "github", "category": "Finance & Fintech", "description": "A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "OSOJDJD/deeplook", "url": "https://github.com/OSOJDJD/deeplook", "source_host": "github", "category": "Finance & Fintech", "description": "Free company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "OSOJDJD/deeplook", "npm_install": "" }, { "name": "partymola/monzo-mcp", "url": "https://github.com/partymola/monzo-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Read-only MCP server for the Monzo banking API (UK). OAuth with auto-refresh, local SQLite transaction cache, full-text search, and spending analysis with category breakdowns.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "partymola/monzo-mcp", "npm_install": "" }, { "name": "PaulieB14/graph-aave-mcp", "url": "https://github.com/PaulieB14/graph-aave-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AAVE V2/V3 lending protocol data across 7 chains via The Graph — reserves, user positions, health factors, liquidations, flash loans, and governance.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PaulieB14/graph-aave-mcp", "npm_install": "" }, { "name": "PaulieB14/graph-polymarket-mcp", "url": "https://github.com/PaulieB14/graph-polymarket-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Polymarket prediction market data via The Graph — markets, positions, orders, user activity, and real-time odds.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PaulieB14/graph-polymarket-mcp", "npm_install": "" }, { "name": "payclaw/mcp-server", "url": "https://github.com/payclaw/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Virtual Visa cards for AI agents. Just-in-time card issuance per transaction, human-approved spend authorization, MCP-native. Works anywhere Visa is accepted.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@payclaw/payclaw-mcp", "npm_install": "" }, { "name": "pickelfintech/the13f-mcp", "url": "https://github.com/pickelfintech/the13f-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings lookup, portfolio similarity, consensus portfolio, market regime, sector flows. SEC EDGAR-sourced. Install `uvx the13f-mcp`.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pickelfintech/the13f-mcp", "npm_install": "" }, { "name": "plagtech/spraay-x402-mcp", "url": "https://github.com/plagtech/spraay-x402-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Pay-per-call onchain data, AI models, and batch USDC payments on Base via x402 micropayments. 9 tools including swap quotes, token prices, wallet balances, ENS resolution, and multi-recipient batch transfers.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@plagtech/spraay-x402-mcp", "npm_install": "" }, { "name": "polygon-io/mcp_polygon)", "url": "https://github.com/polygon-io/mcp_polygon", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PreReason/mcp", "url": "https://github.com/PreReason/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Pre-reasoned Bitcoin and macro market briefings with trend signals, confidence scores, and regime classification. 17 briefings covering BTC, Fed balance sheet, M2, Treasury yields, and cross-asset correlations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "PreReason/mcp", "npm_install": "" }, { "name": "pricepertoken/mcp-server", "url": "https://pricepertoken.com/mcp", "source_host": "other", "category": "Finance & Fintech", "description": "LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pwh-pwh/coin-mcp-server", "url": "https://github.com/pwh-pwh/coin-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Bitget API to fetch cryptocurrency price.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pythia-the-oracle/pythia-oracle-mcp", "url": "https://github.com/pythia-the-oracle/pythia-oracle-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "On-chain calculated crypto indicators (EMA, RSI, Bollinger Bands, Volatility) for 22 tokens via Chainlink oracle. 484 indicator feeds, 4 timeframes, free trial faucet.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pythia-the-oracle/pythia-oracle-mcp", "npm_install": "" }, { "name": "qbt-labs/openmm-mcp", "url": "https://github.com/qbt-labs/openmm-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DEX trading, and liquidity management", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "QBT-Labs/openmm-mcp", "npm_install": "" }, { "name": "QuantConnect/mcp-server", "url": "https://github.com/QuantConnect/mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuantGeekDev/coincap-mcp", "url": "https://github.com/QuantGeekDev/coincap-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuantOracledev/quantoracle", "url": "https://github.com/QuantOracledev/quantoracle", "source_host": "github", "category": "Finance & Fintech", "description": "63 deterministic quant finance tools for AI agents — options pricing, risk metrics, portfolio optimization, Monte Carlo, technical indicators, crypto/DeFi, and FX/macro. 1,000 free calls/day, no API key.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "QuantOracledev/quantoracle", "npm_install": "" }, { "name": "QuantToGo/quanttogo-mcp", "url": "https://github.com/QuantToGo/quanttogo-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@QuantToGo/quanttogo-mcp", "npm_install": "" }, { "name": "QuentinCody/braintree-mcp-server", "url": "https://github.com/QuentinCody/braintree-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rascal-3/chainanalyzer-mcp", "url": "https://github.com/rascal-3/chainanalyzer-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Multi-chain AML risk scoring and sanctions screening for AI agents. 76+ detection rules, ML anomaly scoring, and Neo4j graph analysis across Bitcoin, Ethereum, Polygon, Avalanche, and Solana. Pay-per-request via x402 USDC on Base or Solana ($0.003–$0.05). `npx chainanalyzer-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "rascal-3/chainanalyzer-mcp", "npm_install": "npx chainanalyzer-mcp" }, { "name": "refined-element/lightning-enable-mcp", "url": "https://github.com/refined-element/lightning-enable-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create invoices, check balances, and access L402 paywalled APIs. Supports Strike, OpenNode, NWC wallets.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@refined-element/lightning-enable-mcp", "npm_install": "" }, { "name": "Regenerating-World/pix-mcp", "url": "https://github.com/Regenerating-World/pix-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "RomThpt/xrpl-mcp-server", "url": "https://github.com/RomThpt/mcp-xrpl", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop", "url": "https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP tool that provides cryptocurrency market data using the CoinGecko API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop", "url": "https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP tool that provides stock market data and analysis using the Yahoo Finance API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sapph1re/findata-mcp", "url": "https://github.com/sapph1re/findata-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time stocks, company fundamentals, FRED economic indicators (800k+ series), SEC filings, and crypto prices. Five tools, $0.01/call via x402 micropayments on Base mainnet. No signup required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sapph1re/findata-mcp", "npm_install": "" }, { "name": "sentien-labs/verdictswarm-mcp", "url": "https://github.com/sentien-labs/verdictswarm-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder concentration, and wash trading through adversarial consensus.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sentien-labs/verdictswarm-mcp", "npm_install": "" }, { "name": "sh-patterson/fec-mcp-server", "url": "https://github.com/sh-patterson/fec-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Query FEC campaign finance data — search candidates, track donations, analyze spending, and monitor Super PAC activity via the OpenFEC API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@sh-patterson/fec-mcp-server", "npm_install": "" }, { "name": "shareseer/shareseer-mcp-server", "url": "https://github.com/shareseer/shareseer-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ShipItAndPray/mcp-market-data", "url": "https://github.com/ShipItAndPray/mcp-market-data", "source_host": "github", "category": "Finance & Fintech", "description": "Live cryptocurrency market data. 8 tools for real-time prices, OHLCV, order books, and market summaries. Zero API keys required. Zero dependencies.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ShipItAndPray/mcp-market-data", "npm_install": "" }, { "name": "SidneyBissoli/bcb-br-mcp", "url": "https://github.com/SidneyBissoli/bcb-br-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Brazilian Central Bank (BCB) economic data — 18,000+ time series including Selic, IPCA, exchange rates, GDP, and 150+ curated indicators via the SGS/BCB public API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "SidneyBissoli/bcb-br-mcp", "npm_install": "" }, { "name": "softvoyagers/fakturka-api", "url": "https://github.com/softvoyagers/fakturka-api", "source_host": "github", "category": "Finance & Fintech", "description": "Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sophymarine/openregistry", "url": "https://github.com/sophymarine/openregistry", "source_host": "github", "category": "Finance & Fintech", "description": "Live official data from 27 national company registries (UK Companies House, France RNE, Germany Handelsregister, Korea OpenDART, Canada CBCA, 10 US states, and more) for KYC / AML / due-diligence workflows. Raw official records, no intermediaries. A platform by sophymarine. Hosted at `openregistry.sophymarine.com/mcp` — OAuth 2.1, streamable HTTP, free anonymous tier.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "sophymarine/openregistry", "npm_install": "" }, { "name": "spfunctions/simplefunctions-cli", "url": "https://github.com/spfunctions/simplefunctions-cli", "source_host": "github", "category": "Finance & Fintech", "description": "Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "spfunctions/simplefunctions-cli", "npm_install": "" }, { "name": "SupplyMaven-SCR/supplymaven-mcp-server", "url": "https://github.com/SupplyMaven-SCR/supplymaven-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time supply chain risk intelligence for AI agents. 25 tools across 3 tiers: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air cargo, trade policy, energy, rail, freight, economic indicators, predictive signals, and AI intelligence briefs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "SupplyMaven-SCR/supplymaven-mcp-server", "npm_install": "" }, { "name": "System-R-AI/systemr-python", "url": "https://github.com/System-R-AI/systemr-python", "source_host": "github", "category": "Finance & Fintech", "description": "Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "System-R-AI/systemr-python", "npm_install": "" }, { "name": "szhygulin/recon-crypto-mcp", "url": "https://github.com/szhygulin/recon-crypto-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, token prices, and DeFi positions across Ethereum/Arbitrum/Polygon/Base (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer), surfaces health-factor alerts and protocol risk scores, then prepares unsigned transactions (supply, borrow, repay, withdraw, stake, send, LiFi swap/bridge) signed on Ledger via WalletConnect — private keys never leave the hardware wallet.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "szhygulin/recon-crypto-mcp", "npm_install": "" }, { "name": "szhygulin/vaultpilot-mcp", "url": "https://github.com/szhygulin/vaultpilot-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised. The agent proposes, you approve on your Ledger. Read balances + DeFi positions (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer, MarginFi, Kamino) and prepare transactions across Ethereum / Arbitrum / Polygon / Base / TRON / Solana / Bitcoin; private keys never leave the hardware wallet.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "szhygulin/vaultpilot-mcp", "npm_install": "" }, { "name": "tatumio/blockchain-mcp", "url": "https://github.com/tatumio/blockchain-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ThomasMarches/substrate-mcp-rs", "url": "https://github.com/ThomasMarches/substrate-mcp-rs", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thoughtproof/thoughtproof-mcp", "url": "https://github.com/ThoughtProof/thoughtproof-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Adversarial multi-model reasoning verification for AI agents before trades execute. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base (USDC). Part of the 4-issuer Combined Attestation Standard with InsumerAPI, RNWY, and Maiat.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ThoughtProof/thoughtproof-mcp", "npm_install": "" }, { "name": "toolstem/toolstem-mcp-server", "url": "https://github.com/toolstem/toolstem-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@toolstem/toolstem-mcp-server", "npm_install": "" }, { "name": "toolstem/toolstem-sec-mcp-server", "url": "https://github.com/toolstem/toolstem-sec-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tooyipjee/yahoofinance-mcp", "url": "https://github.com/tooyipjee/yahoofinance-mcp.git", "source_host": "github", "category": "Finance & Fintech", "description": "TS version of yahoo finance mcp.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "traceloop/opentelemetry-mcp-server", "url": "https://github.com/traceloop/opentelemetry-mcp-server.git", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Trade-Agent/trade-agent-mcp", "url": "https://github.com/Trade-Agent/trade-agent-mcp.git", "source_host": "github", "category": "Finance & Fintech", "description": "Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TradeRouter/trade-router-mcp", "url": "https://github.com/TradeRouter/trade-router-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial Solana swap & limit order engine for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protected execution, Ed25519 server verification, private key never leaves the process. MIT. `npx -y @traderouter/trade-router-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "TradeRouter/trade-router-mcp", "npm_install": "npx -y @traderouter/trade-router-mcp" }, { "name": "trayders/trayd-mcp", "url": "https://github.com/trayders/trayd-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tresor4k/macalc-mcp", "url": "https://github.com/tresor4k/macalc-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "The most comprehensive everyday calculator MCP server — 501 tools, 22 categories, 8 countries' tax systems (FR, BE, CH, CA, US, UK, MA, SN). Finance, health, math, science, construction, conversions, education, sport, cooking, travel & more. Free, no API key.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tresor4k/macalc-mcp", "npm_install": "" }, { "name": "tunedforai/x402-mcp", "url": "https://github.com/tunedforai/x402-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time crypto market structure for AI agents — orderflow across 20 exchanges, 24 tokens. 9 tools: price/funding/OI snapshots, cross-exchange CVD with whale activity, 7yr OHLCV history with buy/sell flow, on-chain address risk. Free via MCP ([`@tunedforai/x402-mcp`](https://www.npmjs.com/package/@tunedforai/x402-mcp) on npm) or pay-per-call in USDC on Base via x402 REST at [`x402.tunedfor.ai`](https://x402.tunedfor.ai) — no API key, no rate limits.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tunedforai/x402-mcp", "npm_install": "" }, { "name": "twelvedata/mcp", "url": "https://github.com/twelvedata/mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "unixlamadev-spec/aiprox-mcp", "url": "https://github.com/unixlamadev-spec/aiprox-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Open agent registry — discover and hire autonomous AI agents by capability. 16 agents live. Supports Bitcoin Lightning, Solana USDC, and Base x402. Includes workflow engine for chaining agents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "unixlamadev-spec/aiprox-mcp", "npm_install": "" }, { "name": "unixlamadev-spec/lightningprox-mcp", "url": "https://github.com/unixlamadev-spec/lightningprox-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning. Supports vision/multimodal.", "languages": [ "typescript", "go" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "unixlamadev-spec/lightningprox-mcp", "npm_install": "" }, { "name": "unixlamadev-spec/lpxpoly-mcp", "url": "https://github.com/unixlamadev-spec/lpxpoly-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "unixlamadev-spec/lpxpoly-mcp", "npm_install": "" }, { "name": "up2itnow0822/clawpay-mcp", "url": "https://github.com/up2itnow0822/clawpay-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Non-custodial x402 payment layer for AI agents. Agents sign transactions from their own wallet with on-chain spend limits — no custodial infrastructure, no API keys. Built on Base.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@up2itnow0822/clawpay-mcp", "npm_install": "" }, { "name": "vdalhambra/axiom-calculator-mcp", "url": "https://github.com/vdalhambra/axiom-calculator-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Personal finance calculators — mortgage payments, compound interest, FIRE retirement number, loan comparison, true credit cost, and debt payoff. 8 tools, zero API keys, works with `uvx axiom-calculator-mcp`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "vdalhambra/axiom-calculator-mcp", "npm_install": "" }, { "name": "vdalhambra/financekit-mcp", "url": "https://github.com/vdalhambra/financekit-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Financial market intelligence with 17 tools — stock quotes, technical analysis (RSI, MACD, Bollinger Bands, ADX, Stochastic), crypto prices via CoinGecko, risk metrics (VaR, Sharpe, Sortino, Beta), correlation matrix, options chains, earnings calendar, sector rotation, and portfolio analysis.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vdalhambra/financekit-mcp", "npm_install": "" }, { "name": "vdmeu/registrum-mcp", "url": "https://github.com/vdmeu/registrum-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "UK Companies House data via the Registrum API — search companies, get enriched profiles, structured financials parsed from iXBRL filings, director history, and corporate network graphs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vdmeu/registrum-mcp", "npm_install": "" }, { "name": "VENTURE-AI-LABS/cryptodataapi-mcp", "url": "https://github.com/VENTURE-AI-LABS/cryptodataapi-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Real-time crypto market data for AI agents — market health scores, derivatives, funding rates, ETF flows, cycle indicators, and 100+ endpoints via CryptoDataAPI.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "veroq-ai/veroq-mcp", "url": "https://github.com/veroq-ai/veroq-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "62 verified intelligence tools — claim verification with evidence chains, market data for 1,061+ tickers, trading signals, SEC filings, insider trades, technical analysis, and multi-agent verified swarm.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Veroq-ai/veroq-mcp", "npm_install": "" }, { "name": "W3Ship/w3ledger-mcp-server", "url": "https://github.com/baskcart/w3ledger-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "Self-verifying ledger MCP server with dual-signed transactions, gift cards, sponsor cards, and W3SH loyalty tiers. Supports EVM, ML-DSA-65, and SLH-DSA post-quantum signatures.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@baskcart/w3ledger-mcp-server", "npm_install": "" }, { "name": "wowinter13/solscan-mcp", "url": "https://github.com/wowinter13/solscan-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP tool for querying Solana transactions using natural language with Solscan API.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Wuye-AI/mcp-server-wuye-ai", "url": "https://github.com/wuye-ai/mcp-server-wuye-ai", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "XeroAPI/xero-mcp-server", "url": "https://github.com/XeroAPI/xero-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xpaysh/awesome-x402", "url": "https://github.com/xpaysh/awesome-x402", "source_host": "github", "category": "Finance & Fintech", "description": "Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yamariki-hub/japan-corporate-mcp", "url": "https://github.com/yamariki-hub/japan-corporate-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search companies, financials, patents, subsidies, procurement, and government statistics.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yeick010/agentshield-mcp", "url": "https://github.com/yeick010/agentshield-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agent scoring, and DeFi knowledge base. Pay-per-query via x402 micropayments in USDC.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "yeick010/agentshield-mcp", "npm_install": "" }, { "name": "yli769227-jpg/ashare-mcp", "url": "https://github.com/yli769227-jpg/ashare-mcp", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for Chinese A-share financial statements: pull annual reports, run 4 industry-aware accounting cross-checks, peer-compare with auto avg-equity ROE.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "yli769227-jpg/ashare-mcp", "npm_install": "" }, { "name": "zlinzzzz/finData-mcp-server", "url": "https://github.com/zlinzzzz/finData-mcp-server", "source_host": "github", "category": "Finance & Fintech", "description": "An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zolo-ryan/MarketAuxMcpServer", "url": "https://github.com/Zolo-Ryan/MarketAuxMcpServer", "source_host": "github", "category": "Finance & Fintech", "description": "MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "3aKHP/prts-mcp", "url": "https://github.com/3aKHP/prts-mcp", "source_host": "github", "category": "Gaming", "description": "MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS Wiki](https://prts.wiki) API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations.", "languages": [ "python", "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "3aKHP/prts-mcp", "npm_install": "" }, { "name": "alex-gon/thegamecrafter-mcp-server", "url": "https://github.com/alex-gon/thegamecrafter-mcp-server", "source_host": "github", "category": "Gaming", "description": "Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "alex-gon/thegamecrafter-mcp-server", "npm_install": "" }, { "name": "buildepicshit/Wick", "url": "https://github.com/buildepicshit/Wick", "source_host": "github", "category": "Gaming", "description": "Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "buildepicshit/Wick", "npm_install": "" }, { "name": "butterlatte-zhang/unity-ai-bridge", "url": "https://github.com/butterlatte-zhang/unity-ai-bridge", "source_host": "github", "category": "Gaming", "description": "Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "butterlatte-zhang/unity-ai-bridge", "npm_install": "" }, { "name": "CoderGamester/mcp-unity", "url": "https://github.com/CoderGamester/mcp-unity", "source_host": "github", "category": "Gaming", "description": "MCP Server for Unity3d Game Engine integration for game development", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Coding-Solo/godot-mcp", "url": "https://github.com/Coding-Solo/godot-mcp", "source_host": "github", "category": "Gaming", "description": "A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ddsky/gamebrain-api-clients", "url": "https://github.com/ddsky/gamebrain-api-clients", "source_host": "github", "category": "Gaming", "description": "Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Erodenn/godot-mcp-runtime", "url": "https://github.com/Erodenn/godot-mcp-runtime", "source_host": "github", "category": "Gaming", "description": "MCP server for Godot 4.x with runtime control via injected UDP bridge: input simulation, screenshots, UI discovery, and live GDScript execution while the game is running.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Erodenn/godot-runtime-mcp", "npm_install": "" }, { "name": "gregario/dnd-oracle", "url": "https://github.com/gregario/dnd-oracle", "source_host": "github", "category": "Gaming", "description": "D&D 5e SRD reference and analysis with monster search, spell lookup, encounter building, and loadout analysis. 10 tools, 1198 entities embedded.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/dnd-oracle", "npm_install": "" }, { "name": "gregario/godot-forge", "url": "https://github.com/gregario/godot-forge", "source_host": "github", "category": "Gaming", "description": "Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→4 migration mapping, script analysis, scene parsing, screenshots, and LSP diagnostics.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/godot-forge", "npm_install": "" }, { "name": "gregario/hearthstone-oracle", "url": "https://github.com/gregario/hearthstone-oracle", "source_host": "github", "category": "Gaming", "description": "Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering card lookup, deck decoding, archetype classification, class identities, matchup theory, and game concepts. HearthstoneJSON data.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/hearthstone-oracle", "npm_install": "" }, { "name": "gregario/lorcana-oracle", "url": "https://github.com/gregario/lorcana-oracle", "source_host": "github", "category": "Gaming", "description": "Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and franchise browsing. 7 tools, 2,710 cards embedded.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/lorcana-oracle", "npm_install": "" }, { "name": "gregario/mtg-oracle", "url": "https://github.com/gregario/mtg-oracle", "source_host": "github", "category": "Gaming", "description": "Magic: The Gathering card search, rules lookup, deck analysis, price data, and Commander intelligence. 14 tools, Scryfall + Academy Ruins + Commander Spellbook data.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/mtg-oracle", "npm_install": "" }, { "name": "gregario/onepiece-oracle", "url": "https://github.com/gregario/onepiece-oracle", "source_host": "github", "category": "Gaming", "description": "One Piece TCG card search, deck analysis, cost curves, leader browsing, and counter strategy tools. 6 tools, 4,348 cards embedded.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/onepiece-oracle", "npm_install": "" }, { "name": "gregario/tft-oracle", "url": "https://github.com/gregario/tft-oracle", "source_host": "github", "category": "Gaming", "description": "Teamfight Tactics champion, trait, item, and augment reference. 8 tools with full Set 16 data from CommunityDragon, including synergy lookups, item recipes, and rolling odds.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/tft-oracle", "npm_install": "" }, { "name": "gregario/warhammer-oracle", "url": "https://github.com/gregario/warhammer-oracle", "source_host": "github", "category": "Gaming", "description": "Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheets, keyword definitions, phase sequences, and game flow. 6 tools, 3148 units embedded.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/warhammer-oracle", "npm_install": "" }, { "name": "HadiCherkaoui/crafty-mcp", "url": "https://github.com/HadiCherkaoui/crafty-mcp", "source_host": "github", "category": "Gaming", "description": "MCP server for managing Minecraft servers through [Crafty Controller 4](https://craftycontrol.com). Start, stop, backup, send commands, manage files, schedules, webhooks, and users via the Crafty API.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "HadiCherkaoui/crafty-mcp", "npm_install": "" }, { "name": "haoyifan/Silicon-Pantheon", "url": "https://github.com/haoyifan/Silicon-Pantheon", "source_host": "github", "category": "Gaming", "description": "Turn-based strategy game where AI agents (Claude, GPT, Grok) are the players and humans coach from the sideline. Agents command armies on tactical grids, write post-match reflections, and learn across games. MCP-native client-server architecture with a hosted lobby and self-host option.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "haoyifan/Silicon-Pantheon", "npm_install": "" }, { "name": "hkaanengin/opendota-mcp-server", "url": "https://github.com/hkaanengin/opendota-mcp-server", "source_host": "github", "category": "Gaming", "description": "MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hope1026/weppy-roblox-mcp", "url": "https://github.com/hope1026/weppy-roblox-mcp", "source_host": "github", "category": "Gaming", "description": "MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) directly control a live Roblox Studio session — create scripts, instances, terrain, lighting, and assets via natural language. 21 tools, 140+ actions, bidirectional sync, and automated playtest.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hope1026/roblox-mcp", "npm_install": "" }, { "name": "IvanMurzak/Unity-MCP", "url": "https://github.com/IvanMurzak/Unity-MCP", "source_host": "github", "category": "Gaming", "description": "MCP Server for Unity Editor and for a game made with Unity", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jhomen368/steam-reviews-mcp", "url": "https://github.com/jhomen368/steam-reviews-mcp", "source_host": "github", "category": "Gaming", "description": "Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@jhomen368/steam-reviews-mcp", "npm_install": "" }, { "name": "jiayao/mcp-chess", "url": "https://github.com/jiayao/mcp-chess", "source_host": "github", "category": "Gaming", "description": "A MCP server playing chess against LLMs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jkiley129/steam-mcp", "url": "https://github.com/jkiley129/steam-mcp", "source_host": "github", "category": "Gaming", "description": "Connect Claude to your Steam library. Query your games, playtime, recently played, and store metadata via natural language.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jkiley129/steam-mcp", "npm_install": "" }, { "name": "kitao/pyxel-mcp", "url": "https://github.com/kitao/pyxel-mcp", "source_host": "github", "category": "Gaming", "description": "MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabling AI to run, capture screenshots, inspect sprites, and analyze audio of Pyxel games.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@kitao/pyxel-mcp", "npm_install": "" }, { "name": "kkjdaniel/bgg-mcp", "url": "https://github.com/kkjdaniel/bgg-mcp", "source_host": "github", "category": "Gaming", "description": "An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lodordev/mcp-romm", "url": "https://github.com/lodordev/mcp-romm", "source_host": "github", "category": "Gaming", "description": "MCP server for [RomM](https://github.com/rommapp/romm) retro game library manager. 19 read-only tools for browsing platforms, searching ROMs, viewing metadata, managing collections, tracking saves, firmware, devices, and task monitoring. OAuth2 auth with automatic token refresh.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lodordev/mcp-romm", "npm_install": "" }, { "name": "n24q02m/better-godot-mcp", "url": "https://github.com/n24q02m/better-godot-mcp", "source_host": "github", "category": "Gaming", "description": "18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input mapping, and signals.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@n24q02m/better-godot-mcp", "npm_install": "" }, { "name": "opgginc/opgg-mcp", "url": "https://github.com/opgginc/opgg-mcp", "source_host": "github", "category": "Gaming", "description": "Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pab1ito/chess-mcp", "url": "https://github.com/pab1it0/chess-mcp", "source_host": "github", "category": "Gaming", "description": "Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "razz-games/razz-mcp", "url": "https://github.com/razz-games/razz-mcp", "source_host": "github", "category": "Gaming", "description": "Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering for any AI agent.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "razz-games/razz-mcp", "npm_install": "" }, { "name": "rishijatia/fantasy-pl-mcp", "url": "https://github.com/rishijatia/fantasy-pl-mcp/", "source_host": "github", "category": "Gaming", "description": "An MCP server for real-time Fantasy Premier League data and analysis tools.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rkocosmergon/cosmergon-agent", "url": "https://github.com/rkocosmergon/cosmergon-agent", "source_host": "github", "category": "Gaming", "description": "Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark reports, game rules. Auto-registers, no API key needed.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "rkocosmergon/cosmergon-agent", "npm_install": "" }, { "name": "sonirico/mcp-stockfish", "url": "https://github.com/sonirico/mcp-stockfish", "source_host": "github", "category": "Gaming", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "staccDOTsol/staccbot-tg", "url": "https://github.com/staccDOTsol/staccbot-tg", "source_host": "github", "category": "Gaming", "description": "fomox402 broker + MCP server for last-bidder-wins games on Solana. One URL into Claude/Cursor/Goose/Cline and the agent auto-registers a Solana wallet, gets faucet-funded, and bids autonomously via streamable HTTP at `https://bot.staccpad.fun/mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "staccDOTsol/staccbot-tg", "npm_install": "" }, { "name": "stefan-xyz/mcp-server-runescape", "url": "https://github.com/stefan-xyz/mcp-server-runescape", "source_host": "github", "category": "Gaming", "description": "An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tomholford/mcp-tic-tac-toe", "url": "https://github.com/tomholford/mcp-tic-tac-toe", "source_host": "github", "category": "Gaming", "description": "Play Tic Tac Toe against an AI opponent using this MCP server.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "youichi-uda/godot-mcp-pro", "url": "https://github.com/youichi-uda/godot-mcp-pro", "source_host": "github", "category": "Gaming", "description": "Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zefarie/pterodactyl-mcp", "url": "https://github.com/zefarie/pterodactyl-mcp", "source_host": "github", "category": "Gaming", "description": "Manage Pterodactyl and Pelican game server panels through AI. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, and eggs.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "zefarie/pterodactyl-mcp", "npm_install": "" }, { "name": "apiarya/wemo-mcp-server", "url": "https://github.com/apiarya/wemo-mcp-server", "source_host": "github", "category": "Home Automation", "description": "Control WeMo smart home devices via AI assistants using natural language. Built on pywemo for 100% local control — no cloud dependency. Supports dimmer brightness, device rename, HomeKit codes, and multi-phase discovery.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@apiarya/wemo-mcp-server", "npm_install": "" }, { "name": "Hybirdss/smartest-tv", "url": "https://github.com/Hybirdss/smartest-tv", "source_host": "github", "category": "Home Automation", "description": "Control any smart TV with natural language. Play Netflix, YouTube, Spotify by name with deep linking, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, no cloud required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Hybirdss/smartest-tv", "npm_install": "" }, { "name": "kambriso/fritzbox-mcp-server", "url": "https://github.com/kambriso/fritzbox-mcp-server", "source_host": "github", "category": "Home Automation", "description": "manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "0xshellming/mcp-summarizer", "url": "https://github.com/0xshellming/mcp-summarizer", "source_host": "github", "category": "Knowledge & Memory", "description": "AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "20alexl/claude-engram", "url": "https://github.com/20alexl/claude-engram", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "20alexl/claude-engram", "npm_install": "" }, { "name": "Abhigyan-Shekhar/Waggle-mcp", "url": "https://github.com/Abhigyan-Shekhar/Waggle-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent graph memory for AI agents. Drop a conversation turn in via `observe_conversation()` and facts are auto-extracted, stored as typed graph nodes with local semantic embeddings (no API key). Supports temporal queries (\"what did we decide last week?\"), conflict detection, and context priming. One-command setup with `waggle-mcp init`. SQLite locally, Neo4j in production.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Abhigyan-Shekhar/Waggle-mcp", "npm_install": "" }, { "name": "AgentBase1/mcp-server", "url": "https://github.com/AgentBase1/mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "AgentBase: open registry of agent instruction files for AI agents. Search and retrieve system prompts, skills, workflows, domain packs, and safety filters via MCP tools. 44 files, CC0-licensed, free.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AgentBase1/mcp-server", "npm_install": "" }, { "name": "agentic-mcp-tools/memora", "url": "https://github.com/agentic-mcp-tools/memora", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AgenticRevolution/memory-nexus-cloud", "url": "https://github.com/AgenticRevolution/memory-nexus-cloud", "source_host": "github", "category": "Knowledge & Memory", "description": "Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AgentModule/mcp", "url": "https://github.com/AgentModule/mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases engineered for autonomous agent consumption via MCP. Ethics module (22 modules, EU AI Act mapped) included with every membership. Free 24hr ethics trial.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AgentModule/mcp", "npm_install": "" }, { "name": "aidesignblueprint/integrations", "url": "https://github.com/aidesignblueprint/integrations", "source_host": "github", "category": "Knowledge & Memory", "description": "Read-only doctrine access for the Agentic AI Blueprint — the industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 principles, clusters, curated implementation examples, and application guides for production agentic AI systems. 13 public tools require no credentials. `https://aidesignblueprint.com/mcp`", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "aidesignblueprint/integrations", "npm_install": "" }, { "name": "ailenshen/apple-notes-mcp", "url": "https://github.com/ailenshen/apple-notes-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite queries for listing/searching, AppleScript + native import for full CRUD. Supports stdio and Streamable HTTP transports.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ailenshen/apple-notes-mcp", "npm_install": "" }, { "name": "aitytech/agentkits-memory", "url": "https://github.com/aitytech/agentkits-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@aitytech/agentkits-memory", "npm_install": "" }, { "name": "AlekseiMarchenko/central-intelligence", "url": "https://github.com/AlekseiMarchenko/central-intelligence", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory for AI agents. Five tools (remember, recall, context, forget, share) with semantic search via vector embeddings and agent/user/org scoping. Works with Claude Code, Cursor, Windsurf, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AlekseiMarchenko/central-intelligence", "npm_install": "" }, { "name": "alibaizhanov/mengram", "url": "https://github.com/alibaizhanov/mengram", "source_host": "github", "category": "Knowledge & Memory", "description": "Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@alibaizhanov/mengram", "npm_install": "" }, { "name": "AliceLJY/recallnest", "url": "https://github.com/AliceLJY/recallnest", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph with PPR traversal, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB + SQLite, zero external dependencies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AliceLJY/recallnest", "npm_install": "" }, { "name": "andreas-roennestad/openhive-mcp", "url": "https://github.com/andreas-roennestad/openhive-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after resolving. Semantic search via pgvector, duplicate detection, auto-scoring. `npx openhive-mcp`, Free to use", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "andreas-roennestad/openhive-mcp", "npm_install": "npx openhive-mcp" }, { "name": "AntonioTF5/soul-mcp-server", "url": "https://github.com/AntonioTF5/soul-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Validate and generate SOUL.md agent identity files from Claude Desktop. SOUL.md is the open format for persistent AI agent identity — personality, voice, values, and behavioral constraints in a machine-readable YAML file.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AntonioTF5/soul-mcp-server", "npm_install": "" }, { "name": "apecloud/ApeRAG", "url": "https://github.com/apecloud/ApeRAG", "source_host": "github", "category": "Knowledge & Memory", "description": "Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arthurpanhku/Arthor-Agent", "url": "https://github.com/arthurpanhku/Arthor-Agent", "source_host": "github", "category": "Knowledge & Memory", "description": "", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@arthurpanhku/arthor-agent", "npm_install": "" }, { "name": "Auctalis/nocturnusai", "url": "https://github.com/Auctalis/nocturnusai", "source_host": "github", "category": "Knowledge & Memory", "description": "Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference, proof chains, and truth maintenance. REST API, Python/TypeScript SDKs, and MCP server integration.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Auctalis/nocturnusai", "npm_install": "" }, { "name": "Battam1111/Myco", "url": "https://github.com/Battam1111/Myco", "source_host": "github", "category": "Knowledge & Memory", "description": "Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / …) and 25 lint dimensions enforcing contract invariants mechanically (R1–R7). Cross-session / cross-project memory via a self-validating filesystem graph — AST + markdown-link derived, not embedding-based. Provider-agnostic by design: MP1/MP2 dims forbid LLM-SDK imports in the kernel and plugin tree. Editable-default install. Works with Claude Code, Cursor, Windsurf, Zed, VS Code, and any MCP client.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Battam1111/Myco", "npm_install": "" }, { "name": "besslframework-stack/project-tessera", "url": "https://github.com/besslframework-stack/project-tessera", "source_host": "github", "category": "Knowledge & Memory", "description": "Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@besslframework-stack/project-tessera", "npm_install": "" }, { "name": "bh-rat/context-awesome", "url": "https://github.com/bh-rat/context-awesome", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bitatlas-group/bitatlas", "url": "https://github.com/bitatlas-group/bitatlas", "source_host": "github", "category": "Knowledge & Memory", "description": "Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted file vault management — upload, download, search, and organize files that the server never sees in plaintext.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bitatlas-group/bitatlas", "npm_install": "" }, { "name": "bitbonsai/mcp-obsidian", "url": "https://github.com/bitbonsai/mcp-obsidian", "source_host": "github", "category": "Knowledge & Memory", "description": "Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bluzername/lennys-quotes", "url": "https://github.com/bluzername/lennys-quotes", "source_host": "github", "category": "Knowledge & Memory", "description": "Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cameronrye/openzim-mcp", "url": "https://github.com/cameronrye/openzim-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "CanopyHQ/phloem", "url": "https://github.com/CanopyHQ/phloem", "source_host": "github", "category": "Knowledge & Memory", "description": "Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 more MCP clients.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Cartisien/engram-mcp", "url": "https://github.com/Cartisien/engram-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Cartisien/engram-mcp", "npm_install": "" }, { "name": "cdeust/Cortex", "url": "https://github.com/cdeust/Cortex", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "celiums/celiums-memory", "url": "https://github.com/terrizoaguimor/celiums-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "terrizoaguimor/celiums-memory", "npm_install": "npx @celiums/memory" }, { "name": "cg3-llc/prior_mcp", "url": "https://github.com/cg3-llc/prior_mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cg3-llc/prior_mcp", "npm_install": "" }, { "name": "chatmcp/mcp-server-chatsum", "url": "https://github.com/chatmcp/mcp-server-chatsum", "source_host": "github", "category": "Knowledge & Memory", "description": "Query and summarize your chat messages with AI prompts.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "CheMiguel23/MemoryMesh", "url": "https://github.com/CheMiguel23/MemoryMesh", "source_host": "github", "category": "Knowledge & Memory", "description": "Enhanced graph-based memory with a focus on AI role-play and story generation", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ChrisGVE/workspace-qdrant-mcp", "url": "https://github.com/ChrisGVE/workspace-qdrant-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. **Alpha** — testers and feedback welcome.", "languages": [ "typescript", "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ChrisGVE/workspace-qdrant-mcp", "npm_install": "" }, { "name": "cipherfoxie/sovereign-mcp", "url": "https://github.com/cipherfoxie/sovereign-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 44+ articles covering SGLang, Mistral, Voxtral, OpenClaw. Three tools: full-text search, article retrieval, and SGLang config validator for GB10 hardware. Free, no auth, no client-side tracking. `https://mcp.sovgrid.org/self-hosted-ai?ref=awesome-mcp`", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "cipherfoxie/sovereign-mcp", "npm_install": "" }, { "name": "contextstream/mcp-server", "url": "https://www.npmjs.com/package/@contextstream/mcp-server", "source_host": "npm", "category": "Knowledge & Memory", "description": "Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "conversation-handoff-mcp", "url": "https://github.com/trust-delta/conversation-handoff-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cryptosquanch/legends-mcp", "url": "https://github.com/cryptosquanch/legends-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "darktw/usecortex-mcp", "url": "https://github.com/darktw/usecortex-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent knowledge memory for AI agents. Two-way flow: read context into projects and write discoveries back. Structured by topic with AES-256 encryption.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "darktw/usecortex-mcp", "npm_install": "" }, { "name": "dcostenco/prism-mcp", "url": "https://github.com/dcostenco/prism-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Zero-config persistent memory for AI agents with local SQLite. Mind Palace web dashboard, time travel (rewind/replay sessions), agent telepathy (cross-client memory sharing), code mode templates, morning briefings, and progressive context loading. 25 tools, 6 resources, 4 prompts.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "dcostenco/BCBA", "npm_install": "" }, { "name": "decisionnode/DecisionNode", "url": "https://github.com/decisionnode/DecisionNode", "source_host": "github", "category": "Knowledge & Memory", "description": "Record development decisions as structured JSON, embed as vectors via Gemini, and search semantically over MCP. Shared store across Claude Code, Cursor, Windsurf, and any MCP client. CLI + MCP server, local-only, free Gemini embedding tier.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "decisionnode/DecisionNode", "npm_install": "" }, { "name": "Destrayon/Connapse", "url": "https://github.com/Destrayon/Connapse", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP tools. .NET, Docker-ready.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Destrayon/Connapse", "npm_install": "" }, { "name": "deusXmachina-dev/memorylane", "url": "https://github.com/deusXmachina-dev/memorylane", "source_host": "github", "category": "Knowledge & Memory", "description": "Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity history to AI assistants via MCP with semantic search, timeline browsing, and event detail retrieval.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dl4rce/flaiwheel", "url": "https://github.com/dl4rce/flaiwheel", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container, zero cloud dependencies.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "dl4rce/flaiwheel", "npm_install": "" }, { "name": "dodopayments/contextmcp", "url": "https://github.com/dodopayments/context-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "DollhouseMCP/mcp-server", "url": "https://github.com/DollhouseMCP/mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "One-line installable MCP server that adds reusable customization elements — personas, skills, templates, agents, memory, and ensembles (collected customization tools) — to any MCP Client application. Dynamic permissioning for safe AI operations, a robust validation architecture, versioning, and a public collection of shareable content. Install: `npx @dollhousemcp/mcp-server@latest --web`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "npx @dollhousemcp/mcp-server@latest --web" }, { "name": "doobidoo/MCP-Context-Provider", "url": "https://github.com/doobidoo/MCP-Context-Provider", "source_host": "github", "category": "Knowledge & Memory", "description": "Static server that provides persistent tool-specific context and rules for AI models", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "doobidoo/mcp-memory-service", "url": "https://github.com/doobidoo/mcp-memory-service", "source_host": "github", "category": "Knowledge & Memory", "description": "Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "DuhoKim/NebulaMind", "url": "https://github.com/DuhoKim/NebulaMind", "source_host": "github", "category": "Knowledge & Memory", "description": "Collaborative astronomy wiki built by AI agents. 34 topics, 115 knowledge graph connections. Register, read, edit, vote, comment, and explore the cosmos via open API. No auth required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "DuhoKim/NebulaMind", "npm_install": "" }, { "name": "edobusy/agenthold", "url": "https://github.com/edobusy/agenthold", "source_host": "github", "category": "Knowledge & Memory", "description": "Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed claim/release locks and append-only audit log.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "edobusy/agenthold", "npm_install": "" }, { "name": "elvismdev/mem0-mcp-selfhosted", "url": "https://github.com/elvismdev/mem0-mcp-selfhosted", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "elvismdev/mem0-mcp-selfhosted", "npm_install": "" }, { "name": "entanglr/zettelkasten-mcp", "url": "https://github.com/entanglr/zettelkasten-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "epicsagas/alcove", "url": "https://github.com/epicsagas/alcove", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "epicsagas/alcove", "npm_install": "" }, { "name": "ErebusEnigma/context-memory", "url": "https://github.com/ErebusEnigma/context-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "evc-team-relay-mcp", "url": "https://github.com/entire-vc/evc-team-relay-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Give AI agents read/write access to your Obsidian vault via MCP", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@entire-vc/evc-team-relay-mcp", "npm_install": "" }, { "name": "fabio-rovai/open-ontologies", "url": "https://github.com/fabio-rovai/open-ontologies", "source_host": "github", "category": "Knowledge & Memory", "description": "AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "fabio-rovai/open-ontologies", "npm_install": "" }, { "name": "For-Sunny/hebbian-mind-enterprise", "url": "https://github.com/For-Sunny/hebbian-mind-enterprise", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-organizing neural graph memory with Hebbian learning for AI systems. Connections strengthen through co-activation and weaken through temporal decay. 118+ learning nodes, dual-write architecture, and sub-millisecond reads.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "For-Sunny/hebbian-mind-enterprise", "npm_install": "" }, { "name": "g1itchbot8888-del/agent-memory", "url": "https://github.com/g1itchbot8888-del/agent-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GetCacheOverflow/CacheOverflow", "url": "https://github.com/GetCacheOverflow/CacheOverflow", "source_host": "github", "category": "Knowledge & Memory", "description": "AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "giskard09/giskard-oasis", "url": "https://github.com/giskard09/giskard-oasis", "source_host": "github", "category": "Knowledge & Memory", "description": "A still point for AI agents in fog. When an agent loses its thread, Oasis distills its original purpose and returns clarity. Pay-per-use with Lightning or Arbitrum — karma discounts via ARGENTUM reputation. Self-hosted with phoenixd.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "giskard09/giskard-oasis", "npm_install": "" }, { "name": "GistPad-MCP", "url": "https://github.com/lostintangent/gistpad-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "graphlit-mcp-server", "url": "https://github.com/graphlit/graphlit-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gregario/3dprint-oracle", "url": "https://github.com/gregario/3dprint-oracle", "source_host": "github", "category": "Knowledge & Memory", "description": "3D printing filament and materials knowledge base. 6,957 filaments from SpoolmanDB with material properties, print settings, manufacturer data, and troubleshooting guides. 8 tools for searching filaments, comparing materials, and diagnosing print issues. `npx 3dprint-oracle`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/3dprint-oracle", "npm_install": "npx 3dprint-oracle" }, { "name": "gregario/brewers-almanack", "url": "https://github.com/gregario/brewers-almanack", "source_host": "github", "category": "Knowledge & Memory", "description": "A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties, malts, yeasts, water profiles, off-flavour diagnosis, recipe suggestions, and food pairings.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/brewers-almanack", "npm_install": "" }, { "name": "gregario/lego-oracle", "url": "https://github.com/gregario/lego-oracle", "source_host": "github", "category": "Knowledge & Memory", "description": "LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools for searching sets, finding parts by colour, browsing themes, comparing sets, and discovering MOC alternate builds. 26k sets, 62k parts, 17k minifigs embedded.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gregario/lego-oracle", "npm_install": "" }, { "name": "hannesrudolph/mcp-ragdocs", "url": "https://github.com/hannesrudolph/mcp-ragdocs", "source_host": "github", "category": "Knowledge & Memory", "description": "An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "harrison/ai-counsel", "url": "https://github.com/harrison/ai-counsel", "source_host": "github", "category": "Knowledge & Memory", "description": "Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HatmanStack/ragstack-mcp", "url": "https://github.com/HatmanStack/RAGStack-Lambda/tree/main/src/ragstack-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hifriendbot/cogmemai-mcp", "url": "https://github.com/hifriendbot/cogmemai-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project scoping. Zero local databases.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hubinoretros/deep-thinker", "url": "https://github.com/hubinoretros/deep-thinker", "source_host": "github", "category": "Knowledge & Memory", "description": "Advanced cognitive reasoning MCP server with DAG-based thought graph, 5 reasoning strategies (sequential, dialectic, parallel, analogical, abductive), metacognitive engine with stuck detection, multi-factor confidence scoring, self-critique, knowledge integration, and thought pruning. `npx deep-thinker`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hubinoretros/deep-thinker", "npm_install": "npx deep-thinker" }, { "name": "hyunjae-labs/lore", "url": "https://github.com/hyunjae-labs/lore", "source_host": "github", "category": "Knowledge & Memory", "description": "Semantic search across Claude Code conversations. Hybrid vector + keyword search with Reciprocal Rank Fusion, fully local, background indexing, project-selective.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "hyunjae-labs/lore", "npm_install": "" }, { "name": "idapixl/algora-mcp-server", "url": "https://github.com/idapixl/algora-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Browse and search open-source bounties on Algora. 5 tools: list, search, filter by org/tech/amount, get top bounties, aggregate stats. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "idapixl-algora-mcp-server", "npm_install": "" }, { "name": "IgorGanapolsky/mcp-memory-gateway", "url": "https://github.com/IgorGanapolsky/mcp-memory-gateway", "source_host": "github", "category": "Knowledge & Memory", "description": "Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "IgorGanapolsky/mcp-memory-gateway", "npm_install": "" }, { "name": "JamesANZ/cross-llm-mcp", "url": "https://github.com/JamesANZ/cross-llm-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JamesANZ/memory-mcp", "url": "https://github.com/JamesANZ/memory-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jcdickinson/simplemem", "url": "https://github.com/jcdickinson/simplemem", "source_host": "github", "category": "Knowledge & Memory", "description": "A simple memory tool for coding agents using DuckDB and VoyageAI.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JinNing6/Noosphere", "url": "https://github.com/JinNing6/Noosphere", "source_host": "github", "category": "Knowledge & Memory", "description": "Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe, soul imprint authentication, and automated content moderation via CI/CD.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "JinNing6/Noosphere", "npm_install": "" }, { "name": "jinzcdev/markmap-mcp-server", "url": "https://github.com/jinzcdev/markmap-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kael-bit/engram-rs", "url": "https://github.com/kael-bit/engram-rs", "source_host": "github", "category": "Knowledge & Memory", "description": "Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@kael-bit/engram-rs", "npm_install": "" }, { "name": "kaliaboi/mcp-zotero", "url": "https://github.com/kaliaboi/mcp-zotero", "source_host": "github", "category": "Knowledge & Memory", "description": "A connector for LLMs to work with collections and sources on your Zotero Cloud", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "keepgoing-dev/mcp-server", "url": "https://github.com/keepgoing-dev/mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Project memory for AI coding sessions. Auto-captures checkpoints on git commits, branch switches, and inactivity, then provides re-entry briefings so AI assistants pick up where you left off. Local-first, no account required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "keepgoing-dev/mcp-server", "npm_install": "" }, { "name": "KVANTRA-dev/NOUZ-MCP", "url": "https://github.com/KVANTRA-dev/NOUZ-MCP", "source_host": "github", "category": "Knowledge & Memory", "description": "Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up core_mix aggregation, semantic bridge discovery, and drift detection. `pip install nouz-mcp`", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "KVANTRA-dev/NOUZ-MCP", "npm_install": "" }, { "name": "l33tdawg/sage", "url": "https://github.com/l33tdawg/sage", "source_host": "github", "category": "Knowledge & Memory", "description": "Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's committed — no more storing garbage. 13 MCP tools, runs locally, works with any MCP-compatible model. Backed by 4 published research papers.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "l33tdawg/s-age", "npm_install": "" }, { "name": "leesgit/claude-session-continuity-mcp", "url": "https://github.com/leesgit/claude-session-continuity-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Zero-config session continuity for Claude Code. Auto-captures context via Claude Hooks, provides 25 tools for memory, tasks, solutions, and knowledge graph. Multilingual semantic search (94+ languages) with cross-language retrieval.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "leesgit/claude-session-continuity-mcp", "npm_install": "" }, { "name": "lfrmonteiro99/memento-mcp", "url": "https://github.com/lfrmonteiro99/memento-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Local-first persistent memory for AI coding agents. Captures facts, decisions, patterns, and architecture notes in SQLite (with optional cloud embeddings) to reduce repeated context across sessions.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "lfrmonteiro99/memento-mcp", "npm_install": "" }, { "name": "linxule/lotus-wisdom-mcp", "url": "https://github.com/linxule/lotus-wisdom-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "louis030195/easy-obsidian-mcp", "url": "https://github.com/louis030195/easy-obsidian-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "LuizEduPP/rememb", "url": "https://github.com/LuizEduPP/Rememb", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "LuizEduPP/Rememb", "npm_install": "" }, { "name": "lyonzin/knowledge-rag", "url": "https://github.com/lyonzin/knowledge-rag", "source_host": "github", "category": "Knowledge & Memory", "description": "Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "lyonzin/knowledge-rag", "npm_install": "" }, { "name": "markmhendrickson/neotoma", "url": "https://github.com/markmhendrickson/neotoma", "source_host": "github", "category": "Knowledge & Memory", "description": "Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with immutable observations, full provenance, and schema-first extraction. Local-first SQLite, cross-client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io)", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "markmhendrickson/neotoma", "npm_install": "" }, { "name": "mattjoyce/mcp-persona-sessions", "url": "https://github.com/mattjoyce/mcp-persona-sessions", "source_host": "github", "category": "Knowledge & Memory", "description": "Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mem0ai/mem0-mcp", "url": "https://github.com/mem0ai/mem0-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "memstate-ai/memstate-mcp", "url": "https://github.com/memstate-ai/memstate-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "memstate-ai/memstate-mcp", "npm_install": "" }, { "name": "mercurialsolo/counsel-mcp", "url": "https://github.com/mercurialsolo/counsel-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "michael-denyer/memory-mcp", "url": "https://github.com/michael-denyer/memory-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Two-tier memory with hot cache (instant injection) and cold semantic search. Auto-promotes frequently-used patterns, extracts knowledge from Claude outputs, and organizes via knowledge graph relationships.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mlorentedev/hive", "url": "https://github.com/mlorentedev/hive", "source_host": "github", "category": "Knowledge & Memory", "description": "On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mlorentedev/hive", "npm_install": "" }, { "name": "mnlt/wellread", "url": "https://github.com/mnlt/wellread", "source_host": "github", "category": "Knowledge & Memory", "description": "Shared research cache across AI agents. Hit → instant answer from verified sources. Miss → your research saves the next dev's tokens. `npx wellread`, free.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mnlt/wellread", "npm_install": "npx wellread" }, { "name": "modelcontextprotocol/server-memory", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Knowledge graph-based persistent memory system for maintaining context", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MWGMorningwood/Central-Memory-MCP", "url": "https://github.com/MWGMorningwood/Central-Memory-MCP", "source_host": "github", "category": "Knowledge & Memory", "description": "An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MyAgentHubs/aimemo", "url": "https://github.com/MyAgentHubs/aimemo", "source_host": "github", "category": "Knowledge & Memory", "description": "Zero-dependency MCP memory server. Single binary, 100% local, no Docker.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "n24q02m/mnemo-mcp", "url": "https://github.com/n24q02m/mnemo-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@n24q02m/mnemo-mcp", "npm_install": "" }, { "name": "ndjordjevic/pinrag", "url": "https://github.com/ndjordjevic/pinrag", "source_host": "github", "category": "Knowledge & Memory", "description": "RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query with citations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ndjordjevic/pinrag", "npm_install": "" }, { "name": "nfemmanuel/iranti", "url": "https://github.com/nfemmanuel/iranti", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent shared memory for AI coding agents. Stores facts as `entity/key/value` triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nicholasglazer/gnosis-mcp", "url": "https://github.com/nicholasglazer/gnosis-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nonatofabio/local-faiss-mcp", "url": "https://github.com/nonatofabio/local_faiss_mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "novyxlabs/novyx-mcp", "url": "https://github.com/novyxlabs/novyx-core/tree/main/packages/novyx-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent AI agent memory with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite mode or cloud API. 23 tools, 6 resources, 3 prompts.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@novyxlabs/novyx-mcp-desktop", "npm_install": "" }, { "name": "olgasafonova/mediawiki-mcp-server", "url": "https://github.com/olgasafonova/mediawiki-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools for search, read, edit, link analysis, revision history, and Markdown conversion. Supports stdio and HTTP transport.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "omega-memory/omega-memory", "url": "https://github.com/omega-memory/omega-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "paladini/mcp-me", "url": "https://github.com/paladini/mcp-me", "source_host": "github", "category": "Knowledge & Memory", "description": "Digital identity layer for AI — your bio, career, skills, interests, and projects always available to every AI tool. Auto-generates profile from 342+ public APIs (GitHub, Medium, Strava, Goodreads, etc.), 13 real-time plugins (Spotify, Last.fm, Steam), YAML-based profiles with privacy-first local storage. Works with Claude Desktop, Cursor, Windsurf, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "paladini/mcp-me", "npm_install": "" }, { "name": "pallaprolus/mendeley-mcp", "url": "https://github.com/pallaprolus/mendeley-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Pantheon-Security/notebooklm-mcp-secure", "url": "https://github.com/Pantheon-Security/notebooklm-mcp-secure", "source_host": "github", "category": "Knowledge & Memory", "description": "Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "papersflow-ai/papersflow-mcp", "url": "https://github.com/papersflow-ai/papersflow-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research with 7 specialized AI agents and 474M+ papers from Semantic Scholar and OpenAlex. Literature search, citation verification, citation graph exploration, and autonomous deep research workflows.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "papersflow-ai/papers-flow", "npm_install": "" }, { "name": "penfieldlabs/penfield-mcp", "url": "https://github.com/penfieldlabs/penfield-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "penfieldlabs/penfield-mcp", "npm_install": "" }, { "name": "peterbeck111/knowledgelib-io", "url": "https://github.com/peterbeck111/knowledgelib-io", "source_host": "github", "category": "Knowledge & Memory", "description": "Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: query, batch query, get unit, list domains, suggest topics, report issues. Confidence scores, source provenance, and freshness tracking. Free, no API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "peterbeck111/knowledgelib-io", "npm_install": "" }, { "name": "pfillion42/memviz", "url": "https://github.com/pfillion42/memviz", "source_host": "github", "category": "Knowledge & Memory", "description": "Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pi22by7/In-Memoria", "url": "https://github.com/pi22by7/In-Memoria", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.", "languages": [ "typescript", "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pinecone-io/assistant-mcp", "url": "https://github.com/pinecone-io/assistant-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pomazanbohdan/memory-mcp-1file", "url": "https://github.com/pomazanbohdan/memory-mcp-1file", "source_host": "github", "category": "Knowledge & Memory", "description": "A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ragieai/mcp-server", "url": "https://github.com/ragieai/ragie-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "redleaves/context-keeper", "url": "https://github.com/redleaves/context-keeper", "source_host": "github", "category": "Knowledge & Memory", "description": "LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "remembra-ai/remembra", "url": "https://github.com/remembra-ai/remembra", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. 100% on LoCoMo benchmark. Self-hosted.", "languages": [ "python", "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "remembra-ai/remembra", "npm_install": "" }, { "name": "roampal-ai/roampal-core", "url": "https://github.com/roampal-ai/roampal-core", "source_host": "github", "category": "Knowledge & Memory", "description": "Outcome-based persistent memory for AI coding tools. Memories that help get promoted, memories that mislead get demoted. Works with Claude Code and OpenCode via hooks + MCP.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "roampal-ai/roampal-core", "npm_install": "" }, { "name": "roomi-fields/notebooklm-mcp", "url": "https://github.com/roomi-fields/notebooklm-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Full automation of Google NotebookLM — Q&A with citations, audio podcasts, video, content generation, source management, and notebook library. MCP + HTTP REST API.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@roomi-fields/notebooklm-mcp", "npm_install": "" }, { "name": "rps321321/obsidian-mcp-pro", "url": "https://github.com/rps321321/obsidian-mcp-pro", "source_host": "github", "category": "Knowledge & Memory", "description": "Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-text search, note CRUD, frontmatter queries, tag management, backlinks, graph traversal (BFS up to 5 hops), orphan/broken link detection, and canvas support. Auto-detects vault, path traversal protection, MIT licensed.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "rps321321/obsidian-mcp-pro", "npm_install": "" }, { "name": "rushikeshmore/CodeCortex", "url": "https://github.com/rushikeshmore/CodeCortex", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) via tree-sitter native parsing (28 languages) and serves via MCP. 14 tools, ~85% token reduction. Works with Claude Code, Cursor, Codex, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@rushikeshmore/codecortex", "npm_install": "" }, { "name": "s60yucca/mnemos", "url": "https://github.com/s60yucca/mnemos", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent memory engine for AI coding agents. Stores architecture decisions, bug root causes, and project conventions across sessions. Single Go binary with embedded SQLite, FTS5 search, context assembly within token budgets, and autopilot setup for Claude Code, Kiro, and Cursor.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "s60yucca/mnemos", "npm_install": "" }, { "name": "SecurityRonin/alaya", "url": "https://github.com/SecurityRonin/alaya", "source_host": "github", "category": "Knowledge & Memory", "description": "Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates knowledge through a Bjork-strength lifecycle (strengthening, transformation, forgetting), and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools. Install via `npx alaya-mcp`.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "SecurityRonin/alaya", "npm_install": "npx alaya-mcp" }, { "name": "SecurityRonin/docx-mcp", "url": "https://github.com/SecurityRonin/docx-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Read and edit Word (.docx) documents with track changes, comments, footnotes, and structural validation. The only MCP server combining w:ins/w:del tracked changes, threaded comments, and footnotes with OOXML-level paraId validation and document auditing. 18 tools, Python 3.10+.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "SecurityRonin/docx-mcp", "npm_install": "" }, { "name": "sgx-labs/statelessagent", "url": "https://github.com/sgx-labs/statelessagent", "source_host": "github", "category": "Knowledge & Memory", "description": "Memory with provenance tracking — records where agent knowledge originated and detects when sources change. 17 MCP tools for session handoffs, decisions, semantic search, and knowledge graph. Works across Claude Code, Cursor, Windsurf, Codex CLI, and Gemini CLI. Single Go binary, SQLite + vector search, fully local.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sgx-labs/statelessagent", "npm_install": "" }, { "name": "sheawinkler/ContextLattice", "url": "https://github.com/sheawinkler/ContextLattice", "source_host": "github", "category": "Knowledge & Memory", "description": "Private-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backends, and long-horizon context continuity.", "languages": [ "go", "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sheawinkler/context-lattice", "npm_install": "" }, { "name": "shinpr/mcp-local-rag", "url": "https://github.com/shinpr/mcp-local-rag", "source_host": "github", "category": "Knowledge & Memory", "description": "no API keys or cloud services required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ShipItAndPray/mcp-memory", "url": "https://github.com/ShipItAndPray/mcp-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ShipItAndPray/mcp-memory", "npm_install": "" }, { "name": "skill-seekers/Skill_Seekers", "url": "https://github.com/yusufkaraaslan/Skill_Seekers", "source_host": "github", "category": "Knowledge & Memory", "description": "Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "yusufkaraaslan/Skill_Seekers", "npm_install": "" }, { "name": "Smart-AI-Memory/empathy-framework", "url": "https://github.com/Smart-AI-Memory/empathy-framework", "source_host": "github", "category": "Knowledge & Memory", "description": "Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "smith-and-web/obsidian-mcp-server", "url": "https://github.com/smith-and-web/obsidian-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "smriti-AA/smriti", "url": "https://github.com/smriti-AA/smriti", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-hosted knowledge store and memory layer for AI agents with knowledge graph, wiki-links, full-text search (FTS5), and agent memory with namespaces and TTL.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Smriti-AA/smriti", "npm_install": "" }, { "name": "SubDownload/subdownload-mcp", "url": "https://github.com/SubDownload/subdownload-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts (including videos without captions, via AI ASR), search channels and playlists, and save everything into a per-user knowledge base for cross-session recall. OAuth 2.1 with Dynamic Client Registration. Hosted at [subdownload.com](https://subdownload.com?utm_source=gthb_awesome_9jqqed&utm_medium=code&utm_campaign=Awesome). `https://api.subdownload.com/mcp`, free credits on signup.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "SubDownload/subdownload-mcp", "npm_install": "" }, { "name": "TeamSafeAI/LIFE", "url": "https://github.com/TeamSafeAI/LIFE", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay, working threads, learned patterns, journal, genesis (identity discovery), creative collision engine, forecasting, and voice. Zero dependencies beyond Python 3.8. Built across 938 conversations.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TechDocsStudio/biel-mcp", "url": "https://github.com/TechDocsStudio/biel-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "teolex2020/AuraSDK", "url": "https://github.com/teolex2020/AuraSDK", "source_host": "github", "category": "Knowledge & Memory", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "teolex2020-aurasdk", "npm_install": "" }, { "name": "TheStack-ai/waypath", "url": "https://github.com/TheStack-ai/waypath", "source_host": "github", "category": "Knowledge & Memory", "description": "Local-first external brain CLI for coding agents. SQLite-backed context, graph-aware recall via FTS5 and RRF, and governed memory with explicit promote and review gates. Ships Codex and Claude Code host shims and a native MCP server.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "TheStack-ai/waypath", "npm_install": "" }, { "name": "Thezenmonster/agentmem", "url": "https://github.com/Thezenmonster/agentmem", "source_host": "github", "category": "Knowledge & Memory", "description": "Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. `pip install quilmem[mcp]`", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Thezenmonster/agentmem", "npm_install": "" }, { "name": "timmx7/acheron-mcp-server", "url": "https://github.com/timmx7/acheron-mcp-server", "source_host": "github", "category": "Knowledge & Memory", "description": "Cross-surface persistent memory for Claude. Bridges context between Claude Chat, Code, and Cowork via local SQLite with full-text search. Save decisions, preferences, and insights in one surface, retrieve them in any other.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "timmx7/acheron-mcp-server", "npm_install": "" }, { "name": "timowhite88/farnsworth-syntek", "url": "https://github.com/timowhite88/farnsworth-syntek", "source_host": "github", "category": "Knowledge & Memory", "description": "7-layer recursive agent memory with context branching, holographic recall, dream consolidation, and on-chain persistence. MCP-native with 10 tools for persistent agent cognition.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tomohiro-owada/devrag", "url": "https://github.com/tomohiro-owada/devrag", "source_host": "github", "category": "Knowledge & Memory", "description": "Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by directory and filename patterns.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "topoteretes/cognee", "url": "https://github.com/topoteretes/cognee/tree/dev/cognee-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "topskychen/tilde", "url": "https://github.com/topskychen/tilde", "source_host": "github", "category": "Knowledge & Memory", "description": "Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tstockham96/engram", "url": "https://github.com/tstockham96/engram", "source_host": "github", "category": "Knowledge & Memory", "description": "Intelligent agent memory with semantic recall, automatic consolidation, contradiction detection, and bi-temporal knowledge graph. 80% on LOCOMO benchmark using 96% fewer tokens than full-context approaches.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@tstockham96/engram", "npm_install": "" }, { "name": "TT-Wang/cortex-plugin", "url": "https://github.com/TT-Wang/cortex-plugin", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed sessions via Claude Haiku, stores them as human-readable markdown in an Obsidian vault, and assembles query-tailored context briefings at session start. Local-first, no cloud, no API keys. Self-healing install via uv bootstrap shim, `/cortex-doctor` preflight, graceful FTS-only degraded mode when `claude` CLI missing. MIT.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "TT-Wang/cortex-plugin", "npm_install": "" }, { "name": "tverney/mcp-agent-memory", "url": "https://github.com/tverney/mcp-agent-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent agent memory via filesystem-native consolidation daemon. Agents read/write/search memory through MCP; a background daemon handles consolidation and extraction. Works with Kiro, Claude Desktop, Cursor, and any MCP client. `npx mcp-agent-memory --setup`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "tverney/mcp-agent-memory", "npm_install": "npx mcp-agent-memory --setup" }, { "name": "unibaseio/membase-mcp", "url": "https://github.com/unibaseio/membase-mcp", "source_host": "github", "category": "Knowledge & Memory", "description": "Save and query your agent memory in distributed way by Membase", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "upstash/context7", "url": "https://github.com/upstash/context7", "source_host": "github", "category": "Knowledge & Memory", "description": "Up-to-date code documentation for LLMs and AI code editors.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "varun29ankuS/shodh-memory", "url": "https://github.com/varun29ankuS/shodh-memory", "source_host": "github", "category": "Knowledge & Memory", "description": "Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vectorize-io/hindsight", "url": "https://github.com/vectorize-io/hindsight", "source_host": "github", "category": "Knowledge & Memory", "description": "Built for AI Agents to manage Long Term Memory", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wazionapps/nexo", "url": "https://github.com/wazionapps/nexo", "source_host": "github", "category": "Knowledge & Memory", "description": "Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "wazionapps/nexo", "npm_install": "" }, { "name": "whynowlab/jarvis-orb", "url": "https://github.com/whynowlab/jarvis-orb", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "whynowlab/jarvis-orb", "npm_install": "" }, { "name": "Wynelson94/longhand", "url": "https://github.com/Wynelson94/longhand", "source_host": "github", "category": "Knowledge & Memory", "description": "Persistent local memory for Claude Code. Indexes every session JSONL verbatim into SQLite + ChromaDB for semantic recall (~126ms) across your entire history. Never summarizes, zero API calls, 17 MCP tools including fuzzy `recall`, deterministic `replay_file`, and git-aware `recall_project_status`. Published on PyPI as `longhand` and registered in the MCP Registry.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Wynelson94/longhand", "npm_install": "" }, { "name": "XJTLUmedia/Context-First-MCP", "url": "https://github.com/XJTLUmedia/Context-First-MCP", "source_host": "github", "category": "Knowledge & Memory", "description": "Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp`", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "npx -y context-first-mcp" }, { "name": "yakuphanycl/instinct", "url": "https://github.com/yakuphanycl/instinct", "source_host": "github", "category": "Knowledge & Memory", "description": "Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes; confidence-based promotion (hits ≥5 → mature, ≥10 → rule) so agents stop repeating mistakes without explicit instruction. SQLite-backed, project-aware, zero external deps. Works with Claude Code, Cursor, Windsurf, Goose, Codex. Published on PyPI as `instinct-mcp` and registered in the MCP Registry.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "yakuphanycl/instinct", "npm_install": "" }, { "name": "zzhang82/Agent-Memory-Bridge", "url": "https://github.com/zzhang82/Agent-Memory-Bridge", "source_host": "github", "category": "Knowledge & Memory", "description": "MCP-native, local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas, and domain knowledge.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "zzhang82/Agent-Memory-Bridge", "npm_install": "" }, { "name": "ark-forge/mcp-eu-ai-act", "url": "https://github.com/ark-forge/mcp-eu-ai-act", "source_host": "github", "category": "Legal", "description": "EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@ark-forge/mcp-eu-ai-act", "npm_install": "" }, { "name": "buildsyncinc/gibs-mcp", "url": "https://github.com/buildsyncinc/gibs-mcp", "source_host": "github", "category": "Legal", "description": "Regulatory compliance (AI Act, GDPR, DORA) with article-level citations", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gavelin-ai/mcp", "url": "https://github.com/gavelin-ai/mcp", "source_host": "github", "category": "Legal", "description": "State legislative intelligence for AI agents. Speaker-attributed hearing transcripts, bills, votes, and AI-generated reports from US state legislatures. Remote server at mcp.gavelin.ai/mcp.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gavelin-ai/mcp", "npm_install": "" }, { "name": "JamesANZ/us-legal-mcp", "url": "https://github.com/JamesANZ/us-legal-mcp", "source_host": "github", "category": "Legal", "description": "An MCP server that provides comprehensive US legislation.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "NexusFeed/nexusfeed-mcp", "url": "https://github.com/NexusFeed/nexusfeed-mcp", "source_host": "github", "category": "Legal", "description": "US state ABC liquor license compliance lookup (CA, TX, NY, FL) — search by trade name, owner, or license number and verify status, expiration, and address against state portals. Every response includes a verifiability block with extraction confidence and source URL.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "NexusFeed/nexusfeed-mcp", "npm_install": "" }, { "name": "open-agreements/open-agreements", "url": "https://github.com/open-agreements/open-agreements", "source_host": "github", "category": "Legal", "description": "Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "open-agreements/open-agreements", "npm_install": "" }, { "name": "philrox/ris-mcp-ts", "url": "https://github.com/philrox/ris-mcp-ts", "source_host": "github", "category": "Legal", "description": "Access Austrian federal laws, state laws, court decisions, and legal documents via the RIS (Rechtsinformationssystem) API with 12 specialized tools.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "philrox/ris-mcp-ts", "npm_install": "" }, { "name": "bamwor-dev/bamwor-mcp-server", "url": "https://github.com/bamwor-dev/bamwor-mcp-server", "source_host": "github", "category": "Location Services", "description": "World geographic data for AI agents. 261 countries with 20+ statistics and 13.4M cities with population, coordinates, and timezone. Powered by Bamwor API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bamwor-dev/bamwor-mcp-server", "npm_install": "" }, { "name": "baphometnxg/aloha-fyi-mcp", "url": "https://github.com/baphometnxg/aloha-fyi-mcp", "source_host": "github", "category": "Location Services", "description": "First dedicated Hawaii tourism MCP server. 2,583 bookable tours from Viator, GetYourGuide, Klook, and Groupon, plus 579 events across 70+ venues on Oahu, Maui, Big Island, and Kauai. Results ship with affiliate booking links. Hosted Streamable HTTP endpoint — no install required. Powered by [aloha.fyi](https://aloha.fyi).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "baphometnxg/aloha-fyi-mcp", "npm_install": "" }, { "name": "briandconnelly/mcp-server-ipinfo", "url": "https://github.com/briandconnelly/mcp-server-ipinfo", "source_host": "github", "category": "Location Services", "description": "IP address geolocation and network information using IPInfo API", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cablate/mcp-google-map", "url": "https://github.com/cablate/mcp-google-map", "source_host": "github", "category": "Location Services", "description": "Google Maps MCP server with 8 tools (geocode, search, directions, elevation), stdio + StreamableHTTP transport, Agent Skill definitions, and standalone exec CLI mode.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cablate/mcp-google-map", "npm_install": "" }, { "name": "cqtrinv/trinvmcp", "url": "https://github.com/cqtrinv/trinvmcp", "source_host": "github", "category": "Location Services", "description": "Explore French communes and cadastral parcels based on name and surface", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "devilcoder01/weather-mcp-server", "url": "https://github.com/devilcoder01/weather-mcp-server", "source_host": "github", "category": "Location Services", "description": "Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "discava/mcp-server", "url": "https://github.com/discava/mcp-server", "source_host": "github", "category": "Location Services", "description": "Search Millions of local businesses worldwide (Europe, Northamerica, Southamerica, Asia, Oceania), confidence scores, and agent trust rankings. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "discava/mcp-server", "npm_install": "" }, { "name": "gaopengbin/cesium-mcp", "url": "https://github.com/gaopengbin/cesium-mcp", "source_host": "github", "category": "Location Services", "description": "AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to CesiumJS — camera flight, GeoJSON/3D Tiles layers, markers, spatial analysis, heatmaps, and more through 19 natural language tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gaopengbin/cesium-mcp", "npm_install": "" }, { "name": "GeiserX/pumperly-mcp", "url": "https://github.com/GeiserX/pumperly-mcp", "source_host": "github", "category": "Location Services", "description": "Go-based MCP server for Pumperly fuel price comparison. Query gas station prices, plan fuel-efficient routes, and find nearby EV charging stations. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/pumperly-mcp", "npm_install": "" }, { "name": "geolabel/geolabel-mcp", "url": "https://github.com/geolabel/geolabel-mcp", "source_host": "github", "category": "Location Services", "description": "GPS coordinates to AI-ready location context — returns place name, stable category (gym, supermarket, restaurant…), and live opening hours via OpenStreetMap. Works in Claude Desktop, Claude Code, Hermes Agent, OpenClaw, and any MCP client.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "geolabel/geolabel-mcp", "npm_install": "" }, { "name": "ip2location/mcp-ip2location-io", "url": "https://github.com/ip2location/mcp-ip2location-io", "source_host": "github", "category": "Location Services", "description": "Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ipfind/ipfind-mcp-server", "url": "https://github.com/ipfind/ipfind-mcp-server", "source_host": "github", "category": "Location Services", "description": "IP Address location service using the [IP Find](https://ipfind.com) API", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ipfred/aiwen-mcp-server-geoip", "url": "https://github.com/ipfred/aiwen-mcp-server-geoip", "source_host": "github", "category": "Location Services", "description": "", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "iplocate/mcp-server-iplocate", "url": "https://github.com/iplocate/mcp-server-iplocate", "source_host": "github", "category": "Location Services", "description": "Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "isdaniel/mcp_weather_server", "url": "https://github.com/isdaniel/mcp_weather_server", "source_host": "github", "category": "Location Services", "description": "Get weather information from https://api.open-meteo.com API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jagan-shanmugam/open-streetmap-mcp", "url": "https://github.com/jagan-shanmugam/open-streetmap-mcp", "source_host": "github", "category": "Location Services", "description": "An OpenStreetMap MCP server with location-based services and geospatial data.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kukapay/nearby-search-mcp", "url": "https://github.com/kukapay/nearby-search-mcp", "source_host": "github", "category": "Location Services", "description": "An MCP server for nearby place searches with IP-based location detection.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mahdin75/geoserver-mcp", "url": "https://github.com/mahdin75/geoserver-mcp", "source_host": "github", "category": "Location Services", "description": "", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mahdin75/gis-mcp", "url": "https://github.com/mahdin75/gis-mcp", "source_host": "github", "category": "Location Services", "description": "", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "markpdxt/dronelytics-mcp", "url": "https://github.com/markpdxt/dronelytics-mcp", "source_host": "github", "category": "Location Services", "description": "US drone airspace intelligence and mission planning. 24 tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML. Available via `npx @dronelytics/mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "markpdxt/dronelytics-mcp", "npm_install": "npx @dronelytics/mcp" }, { "name": "matbel91765/gis-mcp-server", "url": "https://github.com/matbel91765/gis-mcp-server", "source_host": "github", "category": "Location Services", "description": "Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage)", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-google-maps", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps", "source_host": "github", "category": "Location Services", "description": "Google Maps integration for location services, routing, and place details", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PostalDataPI/postaldatapi-mcp", "url": "https://github.com/PostalDataPI/postaldatapi-mcp", "source_host": "github", "category": "Location Services", "description": "Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "PostalDataPI/postaldatapi-mcp", "npm_install": "" }, { "name": "QGIS MCP", "url": "https://github.com/jjsantos01/qgis_mcp", "source_host": "github", "category": "Location Services", "description": "connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rossshannon/Weekly-Weather-mcp", "url": "https://github.com/rossshannon/weekly-weather-mcp.git", "source_host": "github", "category": "Location Services", "description": "Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SaintDoresh/Weather-MCP-ClaudeDesktop", "url": "https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git", "source_host": "github", "category": "Location Services", "description": "An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SecretiveShell/MCP-timeserver", "url": "https://github.com/SecretiveShell/MCP-timeserver", "source_host": "github", "category": "Location Services", "description": "Access the time in any timezone and get the current local time", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "stadiamaps/stadiamaps-mcp-server-ts", "url": "https://github.com/stadiamaps/stadiamaps-mcp-server-ts", "source_host": "github", "category": "Location Services", "description": "Lookup addresses, places with geocoding, find time zones, create routes and static maps", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ThinAirTelematics/thinair-geo", "url": "https://github.com/ThinAirTelematics/thinair-geo", "source_host": "github", "category": "Location Services", "description": "Location & routing intelligence for AI agents — geocoding, truck routing with hazmat/dimension constraints, traffic, weather, isochrones, place search. Full planet coverage. Hosted MCP server with OAuth 2.0 + Bearer auth.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ThinAirTelematics/thinair-geo", "npm_install": "" }, { "name": "TimLukaHorstmann/mcp-weather", "url": "https://github.com/TimLukaHorstmann/mcp-weather", "source_host": "github", "category": "Location Services", "description": "Accurate weather forecasts via the AccuWeather API (free tier available).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "trackmage/trackmage-mcp-server", "url": "https://github.com/trackmage/trackmage-mcp-server", "source_host": "github", "category": "Location Services", "description": "Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "webcoderz/MCP-Geo", "url": "https://github.com/webcoderz/MCP-Geo", "source_host": "github", "category": "Location Services", "description": "Geocoding MCP server for nominatim, ArcGIS, Bing", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "acamolese/google-search-console-mcp", "url": "https://github.com/acamolese/google-search-console-mcp", "source_host": "github", "category": "Marketing", "description": "Google Search Console MCP server: query performance data, inspect URLs, check indexing, and generate brandable HTML SEO audit reports with a 30/60/90-day roadmap. Read-only OAuth scope, installable via `uvx mcp-google-search-console`.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "acamolese/google-search-console-mcp", "npm_install": "" }, { "name": "AdsMCP/tiktok-ads-mcp-server", "url": "https://github.com/AdsMCP/tiktok-ads-mcp-server", "source_host": "github", "category": "Marketing", "description": "A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alexey-pelykh/lhremote", "url": "https://github.com/alexey-pelykh/lhremote", "source_host": "github", "category": "Marketing", "description": "Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andrealufino/aapl-ads-mcp", "url": "https://github.com/andrealufino/aapl-ads-mcp", "source_host": "github", "category": "Marketing", "description": "", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "andrealufino/aapl-ads-mcp", "npm_install": "" }, { "name": "BlockRunAI/x-grow", "url": "https://github.com/BlockRunAI/x-grow", "source_host": "github", "category": "Marketing", "description": "X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Brand-System/brandsystem-mcp", "url": "https://github.com/Brand-System/brandsystem-mcp", "source_host": "github", "category": "Marketing", "description": "Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Brand-System/brandsystem-mcp", "npm_install": "" }, { "name": "BRNDMK/brandomica-mcp-server", "url": "https://github.com/BRNDMK/brandomica-mcp-server", "source_host": "github", "category": "Marketing", "description": "Brand name verification across domains (with pricing), social handles, trademarks (USPTO), web presence, app stores, and SaaS channels. Safety scoring, linguistic/phonetic screening, and filing readiness.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "BRNDMK/brandomica-mcp-server", "npm_install": "" }, { "name": "Citedy/citedy-seo-agent", "url": "https://github.com/Citedy/citedy-seo-agent", "source_host": "github", "category": "Marketing", "description": "Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analyze competitors, find content gaps, generate SEO articles in 55 languages with AI illustrations and voice-over, create social adaptations for 9 platforms, generate AI avatar videos with subtitles, ingest any URL (YouTube, PDF, audio), create lead magnets, and run content autopilot.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Citedy/citedy-seo-agent", "npm_install": "" }, { "name": "competlab/competlab-mcp-server", "url": "https://github.com/competlab/competlab-mcp-server", "source_host": "github", "category": "Marketing", "description": "Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "competlab/competlab-mcp-server", "npm_install": "" }, { "name": "damientilman/mailchimp-mcp-server", "url": "https://github.com/damientilman/mailchimp-mcp-server", "source_host": "github", "category": "Marketing", "description": "Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@damientilman/mailchimp-mcp", "npm_install": "" }, { "name": "Davison-Francis/min8t-sdks", "url": "https://github.com/Davison-Francis/min8t-sdks/tree/main/deliveriq-mcp", "source_host": "github", "category": "Marketing", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Davison-Francis/min8t-sdks", "npm_install": "" }, { "name": "gomarble-ai/facebook-ads-mcp-server", "url": "https://github.com/gomarble-ai/facebook-ads-mcp-server", "source_host": "github", "category": "Marketing", "description": "MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gomarble-ai/google-ads-mcp-server", "url": "https://github.com/gomarble-ai/google-ads-mcp-server", "source_host": "github", "category": "Marketing", "description": "MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "grovs-io/mcp", "url": "https://github.com/grovs-io/mcp", "source_host": "github", "category": "Marketing", "description": "Deep linking, attribution, analytics, and campaign management for mobile apps with [Grovs](https://grovs.io) — an open-source, privacy-first alternative to Branch and AppsFlyer. 16 tools for creating links, tracking installs and revenue, and configuring app settings.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "grovs-io/mcp", "npm_install": "" }, { "name": "live-direct-marketing/ldm-inbox-check-mcp", "url": "https://github.com/live-direct-marketing/ldm-inbox-check-mcp", "source_host": "github", "category": "Marketing", "description": "Email inbox placement testing across Gmail, Outlook, Yahoo, Mail.ru and Yandex. Create a test, get seed addresses, see per-provider placement (Inbox/Spam/Promotions), SPF/DKIM/DMARC verdicts, and screenshots. Install: `npx -y ldm-inbox-check-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "live-direct-marketing/ldm-inbox-check-mcp", "npm_install": "npx -y ldm-inbox-check-mcp" }, { "name": "logly/mureo", "url": "https://github.com/logly/mureo", "source_host": "github", "category": "Marketing", "description": "Framework for AI agents (Claude Code, Cursor, Codex, Gemini) to operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "logly/mureo", "npm_install": "" }, { "name": "louis030195/apollo-io-mcp", "url": "https://github.com/louis030195/apollo-io-mcp", "source_host": "github", "category": "Marketing", "description": "B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MailboxValidator/mcp-mailboxvalidator", "url": "https://github.com/MailboxValidator/mcp-mailboxvalidator", "source_host": "github", "category": "Marketing", "description": "Validates email addresses to reduce email bounces during marketing campaigns.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "MailboxValidator/mcp-mailboxvalidator", "npm_install": "" }, { "name": "marketplaceadpros/amazon-ads-mcp-server", "url": "https://github.com/MarketplaceAdPros/amazon-ads-mcp-server", "source_host": "github", "category": "Marketing", "description": "Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "marykovziridze/screaming-frog-mcp", "url": "https://github.com/marykovziridze/screaming-frog-mcp", "source_host": "github", "category": "Marketing", "description": "Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit skill for Claude. 8 tools, cross-platform (Mac + Windows), includes a ready-to-use technical SEO scan skill.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "marykovziridze/screaming-frog-mcp", "npm_install": "" }, { "name": "MatiousCorp/google-ad-manager-mcp", "url": "https://github.com/MatiousCorp/google-ad-manager-mcp", "source_host": "github", "category": "Marketing", "description": "Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MendleM/Pipepost", "url": "https://github.com/MendleM/Pipepost", "source_host": "github", "category": "Marketing", "description": "Publish from your terminal. Drafts SEO-scored articles, cross-publishes to Dev.to, Ghost, Hashnode, WordPress, and Medium with auto-wired canonical URLs, generates social posts for Twitter/LinkedIn/Reddit/Bluesky/HN, fetches Unsplash cover images, and submits URLs to IndexNow — all as local stdio, no cloud relay.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "MendleM/pipepost", "npm_install": "" }, { "name": "mikusnuz/meta-ads-mcp", "url": "https://github.com/mikusnuz/meta-ads-mcp", "source_host": "github", "category": "Marketing", "description": "MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad campaigns, audiences, creatives, insights, catalogs, and automated rules.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/meta-ads-mcp", "npm_install": "" }, { "name": "Nolas-Shadow/agent1st-ads-mcp", "url": "https://github.com/Nolas-Shadow/agent1st-ads-mcp", "source_host": "github", "category": "Marketing", "description": "Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One tool call creates a complete campaign — targeting, creative, budget, and ad. Requires license from [agent1st.io/ads](https://agent1st.io/ads/).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Nolas-Shadow/agent1st-ads-mcp", "npm_install": "" }, { "name": "open-strategy-partners/osp_marketing_tools", "url": "https://github.com/open-strategy-partners/osp_marketing_tools", "source_host": "github", "category": "Marketing", "description": "A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "opusforge/gorilla-mcp", "url": "https://github.com/opusforge/gorilla-mcp", "source_host": "github", "category": "Marketing", "description": "Lead discovery for solo SaaS founders. Searches Reddit, X, YouTube, and TikTok for posts where people describe a problem your product solves, ranks each by buying intent, and returns ranked leads. Includes `find_leads`, `draft_outreach`, and `plan_acquisition_funnel` for the full acquisition flow. Hosted, $0.99 per run. Install: `npx -y github:opusforge/gorilla-mcp`. Sign up: [usegorilla.app](https://usegorilla.app).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "opusforge/gorilla-mcp", "npm_install": "npx -y github:opusforge/gorilla-mcp" }, { "name": "pghdma/callrail-mcp", "url": "https://github.com/pghdma/callrail-mcp", "source_host": "github", "category": "Marketing", "description": "CallRail REST API v3 integration with 49 tools for call tracking, form submissions, transcripts, full CRUD on tags/trackers/companies/users, plus agency-specific aggregation tools (`usage_summary` for per-client cost attribution, `compare_periods` for MoM deltas, `bulk_update_calls` with dry-run, `spam_detector`, `call_eligibility_check` for Google Ads conversion debugging). Built by an actual CallRail customer for agency use. Install: `pipx install callrail-mcp`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pghdma/callrail-mcp", "npm_install": "" }, { "name": "pickelfintech/sentisift-sdks", "url": "https://github.com/pickelfintech/sentisift-sdks/tree/main/mcp", "source_host": "github", "category": "Marketing", "description": "Comment moderation and intelligence for any article: bot/spam detection, multilingual sentiment analysis, and Influence (constructive comment generation on paid tiers). Free tier: 1,000 comments, no credit card.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "pickelfintech/sentisift-sdks", "npm_install": "" }, { "name": "pipeboard-co/meta-ads-mcp", "url": "https://github.com/pipeboard-co/meta-ads-mcp", "source_host": "github", "category": "Marketing", "description": "Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qr-maker-io/mcp-server", "url": "https://github.com/qr-maker-io/mcp-server", "source_host": "github", "category": "Marketing", "description": "Generate styled QR codes, manage dynamic short links with click analytics, and publish micro-landing pages. Install: `npx @qr-maker/mcp-server --api-key=YOUR_KEY`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "qr-maker-io/mcp-server", "npm_install": "npx @qr-maker/mcp-server --api-key=YOUR_KEY" }, { "name": "SearchAtlas", "url": "https://github.com/Search-Atlas-Group/searchatlas-mcp-server", "source_host": "github", "category": "Marketing", "description": "SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "search-atlas-group/search-atlas-mcp-server", "npm_install": "" }, { "name": "sharozdawa/ai-visibility", "url": "https://github.com/sharozdawa/ai-visibility", "source_host": "github", "category": "Marketing", "description": "Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sharozdawa/ai-visibility", "npm_install": "" }, { "name": "shensi8312/blogburst-mcp-server", "url": "https://github.com/shensi8312/blogburst-mcp-server", "source_host": "github", "category": "Marketing", "description": "AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get trending topics, and publish directly.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "stape-io/google-tag-manager-mcp-server", "url": "https://github.com/stape-io/google-tag-manager-mcp-server", "source_host": "github", "category": "Marketing", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "stape-io/stape-mcp-server", "url": "https://github.com/stape-io/stape-mcp-server", "source_host": "github", "category": "Marketing", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Sweeppea-Development-Lab/sweeppea-mcp-info", "url": "https://github.com/Sweeppea-Development-Lab/sweeppea-mcp-info", "source_host": "github", "category": "Marketing", "description": "Sweepstakes management platform with 70 MCP tools for legally compliant promotions in the US and Canada. Manage participants, official rules, winner drawings, entry pages, billing, and more. Requires a [Sweeppea](https://www.sweeppea.com/) subscription.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Sweeppea-Development-Lab/sweeppea-mcp-info", "npm_install": "" }, { "name": "tomba-io/tomba-mcp-server", "url": "https://github.com/tomba-io/tomba-mcp-server", "source_host": "github", "category": "Marketing", "description": "Email discovery, verification, and enrichment tools. Find email addresses, verify deliverability, enrich contact data, discover authors and LinkedIn profiles, validate phone numbers, and analyze technology stacks.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ZLeventer/salesforce-marketing-mcp", "url": "https://github.com/ZLeventer/salesforce-marketing-mcp", "source_host": "github", "category": "Marketing", "description": "Salesforce MCP server built for marketing and revenue ops teams. 47 tools for leads, contacts, accounts, campaigns, campaign members, tasks, and 17 reporting tools including campaign ROI, lead-source attribution, pipeline-by-campaign, multi-touch campaign influence, MQL trend, forecast summary, and the native SFDC Reports API.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ZLeventer/salesforce-marketing-mcp", "npm_install": "" }, { "name": "alilxxey/openobserve-community-mcp", "url": "https://github.com/alilxxey/openobserve-community-mcp", "source_host": "github", "category": "Monitoring", "description": "Read-only MCP server for OpenObserve Community Edition via REST API. Search logs, traces, stream schemas, and dashboards without requiring the Enterprise license.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "alilxxey/openobserve-community-mcp", "npm_install": "" }, { "name": "alimuratkuslu/byok-observability-mcp", "url": "https://github.com/alimuratkuslu/byok-observability-mcp", "source_host": "github", "category": "Monitoring", "description": "Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a secure \"Bring Your Own Key\" or BYOK model.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "alimuratkuslu/byok-observability-mcp", "npm_install": "" }, { "name": "Alog/alog-mcp", "url": "https://github.com/saikiyusuke/alog-mcp", "source_host": "github", "category": "Monitoring", "description": "AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "avivsinai/langfuse-mcp", "url": "https://github.com/avivsinai/langfuse-mcp", "source_host": "github", "category": "Monitoring", "description": "Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "clamp-sh/mcp", "url": "https://github.com/clamp-sh/mcp", "source_host": "github", "category": "Monitoring", "description": "AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Create conversion funnels and alerts.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "clamp-sh/mcp", "npm_install": "" }, { "name": "dragogargo/mcp-sysmon", "url": "https://github.com/dragogargo/mcp-sysmon", "source_host": "github", "category": "Monitoring", "description": "Local system monitoring — CPU, memory, swap, disk, network, and process management. Find resource-hungry processes, diagnose performance issues, and kill processes via AI.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "dragogargo/mcp-sysmon", "npm_install": "" }, { "name": "dynatrace-oss/dynatrace-mcp", "url": "https://github.com/dynatrace-oss/dynatrace-mcp", "source_host": "github", "category": "Monitoring", "description": "Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "edgedelta/edgedelta-mcp-server", "url": "https://github.com/edgedelta/edgedelta-mcp-server", "source_host": "github", "category": "Monitoring", "description": "", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ejcho623/agent-breadcrumbs", "url": "https://github.com/ejcho623/agent-breadcrumbs", "source_host": "github", "category": "Monitoring", "description": "Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GeiserX/duplicacy-mcp", "url": "https://github.com/GeiserX/duplicacy-mcp", "source_host": "github", "category": "Monitoring", "description": "Go-based MCP server for Duplicacy backup monitoring. Query backup job status and Prometheus metrics from a Duplicacy exporter. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/duplicacy-mcp", "npm_install": "" }, { "name": "GeiserX/genieacs-mcp", "url": "https://github.com/GeiserX/genieacs-mcp", "source_host": "github", "category": "Monitoring", "description": "Go-based MCP server that bridges any GenieACS (TR-069 ACS) instance, exposing device data, firmware management, and CPE actions (reboot, parameter refresh, firmware download) over JSON-RPC. Docker image available.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "GeiserX/genieacs-mcp", "npm_install": "" }, { "name": "getsentry/sentry-mcp", "url": "https://github.com/getsentry/sentry-mcp", "source_host": "github", "category": "Monitoring", "description": "Sentry.io integration for error tracking and performance monitoring", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gjenkins20/unofficial-fortimonitor-mcp-server", "url": "https://github.com/gjenkins20/unofficial-fortimonitor-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Unofficial FortiMonitor v2 API integration with 241 tools for server monitoring, outages, maintenance, metrics, notifications, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@gjenkins20/unofficial-forti-monitor-mcp-server", "npm_install": "" }, { "name": "gjenkins20/webmin-mcp-server", "url": "https://github.com/gjenkins20/webmin-mcp-server", "source_host": "github", "category": "Monitoring", "description": "MCP server for Webmin with 61 tools for Linux system administration: services, users, storage, security, databases, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@gjenkins20/webmin-mcp-server", "npm_install": "" }, { "name": "grafana/mcp-grafana", "url": "https://github.com/grafana/mcp-grafana", "source_host": "github", "category": "Monitoring", "description": "Search dashboards, investigate incidents and query datasources in your Grafana instance", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gsmethells/preflight-mcp", "url": "https://github.com/gsmethells/preflight-mcp", "source_host": "github", "category": "Monitoring", "description": "TrustPilot for APIs — independent reliability ratings for APIs and MCP servers, powered by synthetic probes and crowdsourced agent telemetry.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "gsmethells/preflight-mcp", "npm_install": "" }, { "name": "Higangssh/homebutler", "url": "https://github.com/Higangssh/homebutler", "source_host": "github", "category": "Monitoring", "description": "All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Higangssh/homebutler", "npm_install": "" }, { "name": "hyperb1iss/lucidity-mcp", "url": "https://github.com/hyperb1iss/lucidity-mcp", "source_host": "github", "category": "Monitoring", "description": "Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imprvhub/mcp-status-observer", "url": "https://github.com/imprvhub/mcp-status-observer", "source_host": "github", "category": "Monitoring", "description": "Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "incu6us/loki-mcp-server", "url": "https://github.com/incu6us/loki-mcp-server", "source_host": "github", "category": "Monitoring", "description": "An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "incu6us/loki-mcp-server", "npm_install": "" }, { "name": "ingero-io/ingero", "url": "https://github.com/ingero-io/ingero", "source_host": "github", "category": "Monitoring", "description": "eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ingero-io/ingero", "npm_install": "" }, { "name": "inspektor-gadget/ig-mcp-server", "url": "https://github.com/inspektor-gadget/ig-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "inventer-dev/mcp-internet-speed-test", "url": "https://github.com/inventer-dev/mcp-internet-speed-test", "source_host": "github", "category": "Monitoring", "description": "Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "iris-eval/mcp-server", "url": "https://github.com/iris-eval/mcp-server", "source_host": "github", "category": "Monitoring", "description": "MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "iris-eval/mcp-server", "npm_install": "" }, { "name": "last9/last9-mcp-server", "url": "https://github.com/last9/last9-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lodordev/mcp-tautulli", "url": "https://github.com/lodordev/mcp-tautulli", "source_host": "github", "category": "Monitoring", "description": "Tautulli (Plex media server monitoring) with 11 read-only tools for activity, history, library stats, user stats, transcode analysis, and resolution breakdowns.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lodordev/mcp-tautulli", "npm_install": "" }, { "name": "log-logn/langfuse-mcp-java", "url": "https://github.com/Log-LogN/langfuse-mcp-java", "source_host": "github", "category": "Monitoring", "description": "Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, schema, observations and manage prompts. Full observability toolkit for LLM applications. (https://github.com/langfuse/langfuse)", "languages": [ "java" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Log-LogN/langfuse-mcp-java", "npm_install": "" }, { "name": "metoro-io/metoro-mcp-server", "url": "https://github.com/metoro-io/metoro-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Query and interact with kubernetes environments monitored by Metoro", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "metrxbots/mcp-server", "url": "https://github.com/metrxbots/mcp-server", "source_host": "github", "category": "Monitoring", "description": "AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "metrxbots/metrx-mcp-server", "npm_install": "" }, { "name": "mikusnuz/umami-mcp", "url": "https://github.com/mikusnuz/umami-mcp", "source_host": "github", "category": "Monitoring", "description": "Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, stats, sessions, events, reports, users, teams, and realtime monitoring.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/umami-mcp", "npm_install": "" }, { "name": "MindscapeHQ/server-raygun", "url": "https://github.com/MindscapeHQ/mcp-server-raygun", "source_host": "github", "category": "Monitoring", "description": "Raygun API V3 integration for crash reporting and real user monitoring", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mpeirone/zabbix-mcp-server", "url": "https://github.com/mpeirone/zabbix-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Zabbix integration for hosts, items, triggers, templates, problems, data and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "netdata/netdata#Netdata", "url": "https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md", "source_host": "github", "category": "Monitoring", "description": "Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections", "languages": [], "scopes": [ "cloud", "local", "embedded" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Oluwatunmise-olat/mcp-server-logs-sieve", "url": "https://github.com/Oluwatunmise-olat/mcp-server-logs-sieve", "source_host": "github", "category": "Monitoring", "description": "Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Oluwatunmise-olat/mcp-server-logs-sieve", "npm_install": "" }, { "name": "pydantic/logfire-mcp", "url": "https://github.com/pydantic/logfire-mcp", "source_host": "github", "category": "Monitoring", "description": "Provides access to OpenTelemetry traces and metrics through Logfire", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "seekrays/mcp-monitor", "url": "https://github.com/seekrays/mcp-monitor", "source_host": "github", "category": "Monitoring", "description": "A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.(support CPU、Memory、Disk、Network、Host、Process)", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shibley/apistatuscheck-mcp-server", "url": "https://github.com/shibley/apistatuscheck-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub, Stripe, OpenAI, Vercel, etc.) directly from AI assistants. Published on npm.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "shibley/apistatuscheck-mcp-server", "npm_install": "" }, { "name": "smigolsmigol/llmkit", "url": "https://github.com/smigolsmigol/llmkit", "source_host": "github", "category": "Monitoring", "description": "AI API cost tracking and budget enforcement across 11 LLM providers. 6 tools for spend analytics, budget monitoring, session summaries, and key management.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@smigolsmigol/llmkit-mcp-server", "npm_install": "" }, { "name": "speedofme-dev/speedofme-mcp", "url": "https://www.npmjs.com/package/@speedofme/mcp", "source_host": "npm", "category": "Monitoring", "description": "Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Sudhan30/freshprobe", "url": "https://github.com/Sudhan30/freshprobe", "source_host": "github", "category": "Monitoring", "description": "Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN verdicts with NIST AI RMF mapping. CLI + MCP server + HTTP API with Prometheus metrics and YAML policy engine.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Sudhan30/freshprobe", "npm_install": "" }, { "name": "TANTIOPE/datadog-mcp-server", "url": "https://github.com/TANTIOPE/datadog-mcp-server", "source_host": "github", "category": "Monitoring", "description": "MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ThinkneoAI/mcp-server", "url": "https://github.com/ThinkneoAI/mcp-server", "source_host": "github", "category": "Monitoring", "description": "ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ThinkneoAI/mcp-server", "npm_install": "" }, { "name": "tumf/grafana-loki-mcp", "url": "https://github.com/tumf/grafana-loki-mcp", "source_host": "github", "category": "Monitoring", "description": "An MCP server that allows querying Loki logs through the Grafana API.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Turbo-Puffin/measure-mcp-server", "url": "https://github.com/Turbo-Puffin/measure-mcp-server", "source_host": "github", "category": "Monitoring", "description": "Privacy-first web analytics with native MCP server. Query pageviews, referrers, trends, and AI-generated insights for your sites.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Turbo-Puffin/measure-mcp-server", "npm_install": "" }, { "name": "utapyngo/sentry-mcp-rs", "url": "https://github.com/utapyngo/sentry-mcp-rs", "source_host": "github", "category": "Monitoring", "description": "Fast and minimal Sentry MCP server written in Rust", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vdalhambra/siteaudit-mcp", "url": "https://github.com/vdalhambra/siteaudit-mcp", "source_host": "github", "category": "Monitoring", "description": "Instant website audits with 11 tools — full SEO audit (20+ checks), security headers and SSL verification, Lighthouse performance metrics, multi-site comparison, broken link checker, WCAG accessibility audit, Schema.org structured data validation, competitor gap analysis, and robots.txt parsing. No API keys required.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vdalhambra/siteaudit-mcp", "npm_install": "" }, { "name": "VictoriaMetrics-Community/mcp-victoriametrics", "url": "https://github.com/VictoriaMetrics-Community/mcp-victoriametrics", "source_host": "github", "category": "Monitoring", "description": "Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yshngg/pmcp", "url": "https://github.com/yshngg/pmcp", "source_host": "github", "category": "Monitoring", "description": "A Prometheus Model Context Protocol Server.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "06ketan/slideshot", "url": "https://github.com/06ketan/slideshot", "source_host": "github", "category": "Multimedia Process", "description": "Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes (LinkedIn, Instagram, pitch decks, infographics). Pixel-perfect Puppeteer rendering, dimension-aware reflow for portrait/landscape, token-efficient JSON mode. `npx slideshot-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "06ketan/slideshot", "npm_install": "npx slideshot-mcp" }, { "name": "1000ri-jp/atsurae", "url": "https://github.com/1000ri-jp/atsurae", "source_host": "github", "category": "Multimedia Process", "description": "AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AceDataCloud/MCPSuno", "url": "https://github.com/AceDataCloud/SunoMCP", "source_host": "github", "category": "Multimedia Process", "description": "Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPSuno", "npm_install": "" }, { "name": "agenticdecks/deckrun-mcp", "url": "https://github.com/agenticdecks/deckrun-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free tier requires no API key or local install — add a URL to your IDE config and start generating. Paid tier adds video, audio, async jobs, and account tools.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "agenticdecks/deckrun-mcp", "npm_install": "" }, { "name": "AIDC-AI/Pixelle-MCP", "url": "https://github.com/AIDC-AI/Pixelle-MCP", "source_host": "github", "category": "Multimedia Process", "description": "An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.", "languages": [ "python", "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ananddtyagi/gif-creator-mcp", "url": "https://github.com/ananddtyagi/gif-creator-mcp/tree/main", "source_host": "github", "category": "Multimedia Process", "description": "A MCP server for creating GIFs from your videos.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bogdan01m/zapcap-mcp-server", "url": "https://github.com/bogdan01m/zapcap-mcp-server", "source_host": "github", "category": "Multimedia Process", "description": "MCP server for ZapCap API providing video caption and B-roll generation via natural language", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "DareDev256/fcpxml-mcp-server", "url": "https://github.com/DareDev256/fcpxml-mcp-server", "source_host": "github", "category": "Multimedia Process", "description": "The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines — health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "DareDev256/fcpxml-mcp-server", "npm_install": "" }, { "name": "drolosoft/immich-photo-manager", "url": "https://github.com/drolosoft/immich-photo-manager", "source_host": "github", "category": "Multimedia Process", "description": "Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "drolosoft/immich-photo-manager", "npm_install": "" }, { "name": "elestirelbilinc-sketch/vap-showcase", "url": "https://github.com/elestirelbilinc-sketch/vap-showcase", "source_host": "github", "category": "Multimedia Process", "description": "AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gaudiolab-jp/gaudio-developers-mcp", "url": "https://github.com/gaudiolab-jp/gaudio-developers-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separation (dialogue, music, effects), and AI lyrics sync. 7 tools, 11 models, supports WAV/FLAC/MP3/M4A/MOV/MP4.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gaudiolab-jp/gaudio-developers-mcp", "npm_install": "" }, { "name": "guimatheus92/mcp-video-analyzer", "url": "https://github.com/guimatheus92/mcp-video-analyzer", "source_host": "github", "category": "Multimedia Process", "description": "MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "guimatheus92/mcp-video-analyzer", "npm_install": "" }, { "name": "keiver/image-tiler-mcp-server", "url": "https://github.com/keiver/image-tiler-mcp-server", "source_host": "github", "category": "Multimedia Process", "description": "Full-resolution vision for LLMs. Tiles large images and captures web pages via Chrome CDP so vision models process every detail without downscaling. Generates interactive HTML tile previews. Supports Claude, OpenAI, Gemini presets with per-model token math and entropy-based tile classification.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "keiver/image-tiler-mcp-server", "npm_install": "" }, { "name": "MohamedAbdallah-14/prompt-to-asset", "url": "https://github.com/MohamedAbdallah-14/prompt-to-asset", "source_host": "github", "category": "Multimedia Process", "description": "Generates app icons, favicons, OG images, logos, and wordmarks. Routes each request across 30+ image models. Runs without an API key via Cloudflare Workers AI, NVIDIA NIM, HuggingFace, or Stable Horde. Three modes: inline SVG, external prompt-only, or full API. Validates contrast, OCR text accuracy, and palette before returning.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MohamedAbdallah-14/prompt-to-asset", "npm_install": "" }, { "name": "mordor-forge/gemini-media-mcp", "url": "https://github.com/mordor-forge/gemini-media-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Unified Gemini media generation: Nano Banana (images, editing, multi-reference composition), Veo 3.1 (video, image-to-video, extend), TTS, and Lyria 3 (music with vocals). Single Go binary, 12 tools, supports Gemini API key and Vertex AI.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mordor-forge/gemini-media-mcp", "npm_install": "" }, { "name": "mordor-forge/trident-mcp", "url": "https://github.com/mordor-forge/trident-mcp", "source_host": "github", "category": "Multimedia Process", "description": "AI 3D model generation and post-processing: text/image/multiview-to-3D via Tripo, plus retopology, format conversion (GLB/FBX/OBJ/STL/USDZ), and stylization. Single Go binary, 10 tools, async generation with polling.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mordor-forge/trident-mcp", "npm_install": "" }, { "name": "pastorsimon1798/mcp-video", "url": "https://github.com/pastorsimon1798/mcp-video", "source_host": "github", "category": "Multimedia Process", "description": "Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "pastorsimon1798/mcp-video", "npm_install": "" }, { "name": "quietnotion/barevalue-mcp", "url": "https://github.com/quietnotion/barevalue-mcp", "source_host": "github", "category": "Multimedia Process", "description": "AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "realcrabcut/crabcut-mcp-server", "url": "https://github.com/realcrabcut/crabcut-mcp-server", "source_host": "github", "category": "Multimedia Process", "description": "Turn YouTube videos into short-form clips from any AI assistant. AI-powered highlight detection, subtitle generation, 9:16 reframing, and direct download URLs via the Crabcut API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "realcrabcut/crabcut-mcp-server", "npm_install": "" }, { "name": "stass/exif-mcp", "url": "https://github.com/stass/exif-mcp", "source_host": "github", "category": "Multimedia Process", "description": "A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "strato-space/media-gen-mcp", "url": "https://github.com/strato-space/media-gen-mcp", "source_host": "github", "category": "Multimedia Process", "description": "TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sunriseapps/imagesorcery-mcp", "url": "https://github.com/sunriseapps/imagesorcery-mcp", "source_host": "github", "category": "Multimedia Process", "description": "ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Tommertom/sonos-ts-mcp", "url": "https://github.com/Tommertom/sonos-ts-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TopazLabs/topaz-mcp", "url": "https://github.com/TopazLabs/topaz-mcp", "source_host": "github", "category": "Multimedia Process", "description": "AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Supports 8 models including Standard V2, Wonder 2, Bloom, and Recover 3.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "torrentclaw/torrentclaw-mcp", "url": "https://github.com/torrentclaw/torrentclaw-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Search and discover movies and TV shows with torrent links, quality scoring, streaming availability, and cast/crew metadata.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "transloadit/node-sdk", "url": "https://github.com/transloadit/node-sdk/tree/main/packages/mcp-server", "source_host": "github", "category": "Multimedia Process", "description": "Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, watermark, smart crop), document conversion, OCR, speech transcription, and more. Hosted or self-hosted via npx.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "transloadit/node-sdk", "npm_install": "" }, { "name": "verIdyia/autoeq-mcp", "url": "https://github.com/verIdyia/autoeq-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by name or sound signature, get parametric EQ settings, compare headphones band-by-band, and browse Harman preference score rankings. Includes automatic sound signature classification (Neutral, Warm, Bright, Dark, V-shaped, etc.).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "verIdyia/autoeq-mcp", "npm_install": "" }, { "name": "video-creator/ffmpeg-mcp", "url": "https://github.com/video-creator/ffmpeg-mcp.git", "source_host": "github", "category": "Multimedia Process", "description": "Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "video-edit-mcp", "url": "https://github.com/Aditya2755/video-edit-mcp", "source_host": "github", "category": "Multimedia Process", "description": "Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube downloads, and smart memory management for chaining operations without intermediate files", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dimpagk92/cellar", "url": "https://github.com/dimpagk92/cellar", "source_host": "github", "category": "OS Automation", "description": "Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.", "languages": [ "typescript", "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "dimpagk92/cellar", "npm_install": "" }, { "name": "sbuysse/gnome-desktop-mcp", "url": "https://github.com/sbuysse/gnome-desktop-mcp", "source_host": "github", "category": "OS Automation", "description": "GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sbuysse/gnome-desktop-mcp", "npm_install": "" }, { "name": "0xMassi/webclaw", "url": "https://github.com/0xMassi/webclaw", "source_host": "github", "category": "Other Tools and Integrations", "description": "Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerprinting bypasses anti-bot without a browser. 67% fewer tokens than raw HTML. `npx create-webclaw` auto-configures Claude, Cursor, Windsurf, Codex, OpenCode.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "0xMassi/webclaw", "npm_install": "npx create-webclaw" }, { "name": "2niuhe/plantuml_web", "url": "https://github.com/2niuhe/plantuml_web", "source_host": "github", "category": "Other Tools and Integrations", "description": "A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "2niuhe/qrcode_mcp", "url": "https://github.com/2niuhe/qrcode_mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AbdelStark/bitcoin-mcp", "url": "https://github.com/AbdelStark/bitcoin-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AceDataCloud/MCPShortURL", "url": "https://github.com/AceDataCloud/MCPShortURL", "source_host": "github", "category": "Other Tools and Integrations", "description": "Free URL shortening with batch support (up to 10 URLs), permanent `surl.id` short links, zero credit consumption.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPShortURL", "npm_install": "" }, { "name": "AIDataNordic/Food-Recipe-MCP", "url": "https://github.com/AIDataNordic/Food-Recipe-MCP", "source_host": "github", "category": "Other Tools and Integrations", "description": "Semantic search across 50,000+ Food.com recipes with hybrid dense+sparse retrieval and cross-encoder reranking. Filter by diet, cooking time and difficulty. Live remote endpoint available.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AIDataNordic/Food-Recipe-MCP", "npm_install": "" }, { "name": "akseyh/bear-mcp-server", "url": "https://github.com/akseyh/bear-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows the AI to read from your Bear Notes (macOS only)", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "allenporter/mcp-server-home-assistant", "url": "https://github.com/allenporter/mcp-server-home-assistant", "source_host": "github", "category": "Other Tools and Integrations", "description": "Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "altinoren/utopia", "url": "https://github.com/altinoren/Utopia", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.", "languages": [ "csharp" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Amazon Bedrock Nova Canvas", "url": "https://github.com/zxkane/mcp-server-amazon-bedrock", "source_host": "github", "category": "Other Tools and Integrations", "description": "Use Amazon Nova Canvas model for image generation.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "amidabuddha/unichat-mcp-server", "url": "https://github.com/amidabuddha/unichat-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "anaisbetts/mcp-installer", "url": "https://github.com/anaisbetts/mcp-installer", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server that installs other MCP servers for you.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "anaisbetts/mcp-youtube", "url": "https://github.com/anaisbetts/mcp-youtube", "source_host": "github", "category": "Other Tools and Integrations", "description": "Fetch YouTube subtitles", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andybrandt/mcp-simple-openai-assistant", "url": "https://github.com/andybrandt/mcp-simple-openai-assistant", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andybrandt/mcp-simple-timeserver", "url": "https://github.com/andybrandt/mcp-simple-timeserver", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server that allows checking local time on the client machine or current UTC time from an NTP server", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "anki-mcp/anki-mcp-desktop", "url": "https://github.com/anki-mcp/anki-mcp-desktop", "source_host": "github", "category": "Other Tools and Integrations", "description": "Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ankitmalik84/notion-mcp-server", "url": "https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server", "source_host": "github", "category": "Other Tools and Integrations", "description": "A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "apify/actors-mcp-server", "url": "https://github.com/apify/actors-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "apinetwork/piapi-mcp-server", "url": "https://github.com/apinetwork/piapi-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AryanBV/pdf-toolkit-mcp", "url": "https://github.com/AryanBV/pdf-toolkit-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt, add QR codes. 16 tools, zero-config, TypeScript-native.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "AryanBV/pdf-toolkit-mcp", "npm_install": "" }, { "name": "awkoy/replicate-flux-mcp", "url": "https://github.com/awkoy/replicate-flux-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Provides the ability to generate images via Replicate's API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "awwaiid/mcp-server-taskwarrior", "url": "https://github.com/awwaiid/mcp-server-taskwarrior", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server for basic local taskwarrior usage (add, update, remove tasks)", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Azure/azure-mcp", "url": "https://github.com/Azure/azure-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Badhansen/notion-mcp", "url": "https://github.com/Badhansen/notion-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bart6114/my-bear-mcp-server", "url": "https://github.com/bart6114/my-bear-mcp-server/", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "billster45/mcp-chatgpt-responses", "url": "https://github.com/billster45/mcp-chatgpt-responses", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for Claude to talk to ChatGPT and use its web search capability.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "blurrah/mcp-graphql", "url": "https://github.com/blurrah/mcp-graphql", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows the AI to query GraphQL servers", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "boldsign/boldsign-mcp", "url": "https://github.com/boldsign/boldsign-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "brianxiadong/ones-wiki-mcp-server", "url": "https://github.com/brianxiadong/ones-wiki-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.", "languages": [ "java" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "calclavia/mcp-obsidian", "url": "https://github.com/calclavia/mcp-obsidian", "source_host": "github", "category": "Other Tools and Integrations", "description": "This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "caol64/wenyan-mcp", "url": "https://github.com/caol64/wenyan-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chrishayuk/mcp-cli", "url": "https://github.com/chrishayuk/mcp-cli", "source_host": "github", "category": "Other Tools and Integrations", "description": "Yet another CLI tool for testing MCP servers", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cnghockey/sats4ai-mcp-server", "url": "https://github.com/cnghockey/sats4ai-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Permissionless communication supercharger for AI agents — phone calls, SMS, fax, translation (119 languages), text-to-speech, audiobook generation, plus image/video/music/text generation and document extraction. Pay per request via Lightning (L402) — no signup or API keys.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@cnghockey/sats4ai", "npm_install": "" }, { "name": "danhilse/notion_mcp", "url": "https://github.com/danhilse/notion_mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Integrates with Notion's API to manage personal todo lists", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "danielkennedy1/pdf-tools-mcp", "url": "https://github.com/danielkennedy1/pdf-tools-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "PDF download, view & manipulation utilities.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "davidsimoes/digisign-mcp", "url": "https://github.com/davidsimoes/digisign-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for DigiSign.cz digital signature API — create, send, and manage digital signature envelopes.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "davidsimoes/digisign-mcp", "npm_install": "" }, { "name": "dev-mirzabicer/ticktick-sdk", "url": "https://github.com/dev-mirzabicer/ticktick-sdk", "source_host": "github", "category": "Other Tools and Integrations", "description": "Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "disco-trooper/apple-notes-mcp", "url": "https://github.com/disco-trooper/apple-notes-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dotemacs/domain-lookup-mcp", "url": "https://github.com/dotemacs/domain-lookup-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)", "languages": [ "go" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ekkyarmandi/ticktick-mcp", "url": "https://github.com/ekkyarmandi/ticktick-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "emicklei/mcp-log-proxy", "url": "https://github.com/emicklei/mcp-log-proxy", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server proxy that offers a Web UI to the full message flow", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "esignaturescom/mcp-server-esignatures", "url": "https://github.com/esignaturescom/mcp-server-esignatures", "source_host": "github", "category": "Other Tools and Integrations", "description": "Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "evalstate/mcp-hfspace", "url": "https://github.com/evalstate/mcp-hfspace", "source_host": "github", "category": "Other Tools and Integrations", "description": "Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "evalstate/mcp-miro", "url": "https://github.com/evalstate/mcp-miro", "source_host": "github", "category": "Other Tools and Integrations", "description": "Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "eyloni/pythia-oracle", "url": "https://github.com/eyloni/pythia-oracle", "source_host": "github", "category": "Other Tools and Integrations", "description": "Oracle for AI agents that need to think past obvious answers. One tool, one reading. Free tier included.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "eyloni/pythia-oracle", "npm_install": "" }, { "name": "feuerdev/keep-mcp", "url": "https://github.com/feuerdev/keep-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Read, create, update and delete Google Keep notes.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "FoodXDevelopment/foodblock-mcp", "url": "https://github.com/FoodXDevelopment/foodblock", "source_host": "github", "category": "Other Tools and Integrations", "description": "17 MCP tools for the food industry. Describe food in plain English and get structured, content-addressed data blocks back. Covers actors, places, ingredients, products, transforms, transfers, and observations. Works standalone with zero config via `npx foodblock-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "npx foodblock-mcp" }, { "name": "fotoetienne/gqai", "url": "https://github.com/fotoetienne/gqai", "source_host": "github", "category": "Other Tools and Integrations", "description": "Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "future-audiences/wikimedia-enterprise-model-context-protocol", "url": "https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol", "source_host": "other", "category": "Other Tools and Integrations", "description": "Wikipedia Article lookup API", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "githejie/mcp-server-calculator", "url": "https://github.com/githejie/mcp-server-calculator", "source_host": "github", "category": "Other Tools and Integrations", "description": "This server enables LLMs to use calculator for precise numerical calculations", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gotoolkits/DifyWorkflow", "url": "https://github.com/gotoolkits/mcp-difyworkflow-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "growilabs/growi-mcp-server", "url": "https://github.com/growilabs/growi-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Official MCP Server to integrate with GROWI APIs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gwbischof/free-will-mcp", "url": "https://github.com/gwbischof/free-will-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Harry-027/JotDown", "url": "https://github.com/Harry-027/JotDown", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "henilcalagiya/mcp-apple-notes", "url": "https://github.com/henilcalagiya/mcp-apple-notes", "source_host": "github", "category": "Other Tools and Integrations", "description": "Powerful tools for automating Apple Notes using Model Context Protocol (MCP). Full CRUD support with HTML content, folder management, and search capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HenryHaoson/Yuque-MCP-Server", "url": "https://github.com/HenryHaoson/Yuque-MCP-Server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hiromitsusasaki/raindrop-io-mcp-server", "url": "https://github.com/hiromitsusasaki/raindrop-io-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hmk/attio-mcp-server", "url": "https://github.com/hmk/attio-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hypescale/storyblok-mcp-server", "url": "https://github.com/hypescale/storyblok-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Manage stories, components, assets, workflows, releases, and more via AI assistants.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "martinkogut/storyblok-mcp-server", "npm_install": "" }, { "name": "imprvhub/mcp-claude-spotify", "url": "https://github.com/imprvhub/mcp-claude-spotify", "source_host": "github", "category": "Other Tools and Integrations", "description": "An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "inkbytefo/screenmonitormcp", "url": "https://github.com/inkbytefo/screenmonitormcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "integromat/make-mcp-server", "url": "https://github.com/integromat/make-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "isaacwasserman/mcp-vegalite-server", "url": "https://github.com/isaacwasserman/mcp-vegalite-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Generate visualizations from fetched data using the VegaLite format and renderer.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ivnvxd/mcp-server-odoo", "url": "https://github.com/ivnvxd/mcp-server-odoo", "source_host": "github", "category": "Other Tools and Integrations", "description": "Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ivo-toby/contentful-mcp", "url": "https://github.com/ivo-toby/contentful-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Update, create, delete content, content-models and assets in your Contentful Space", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "j3k0/speech.sh", "url": "https://github.com/j3k0/speech.sh/blob/main/MCP_README.md", "source_host": "github", "category": "Other Tools and Integrations", "description": "Let the agent speak things out loud, notify you when he's done working with a quick summary", "languages": [], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jagan-shanmugam/climatiq-mcp-server", "url": "https://github.com/jagan-shanmugam/climatiq-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jen6/ticktick-mcp", "url": "https://github.com/jen6/ticktick-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jimfilippou/things-mcp", "url": "https://github.com/jimfilippou/things-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "johannesbrandenburger/typst-mcp", "url": "https://github.com/johannesbrandenburger/typst-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "joshuarileydev/mac-apps-launcher-mcp-server", "url": "https://github.com/JoshuaRileyDev/mac-apps-launcher", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server to list and launch applications on MacOS", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "justinstimatze/gemot", "url": "https://github.com/justinstimatze/gemot", "source_host": "github", "category": "Other Tools and Integrations", "description": "Structured deliberation server for multi-agent coordination. Agents submit positions, vote on a 5-point scale, and receive analysis identifying cruxes (key disagreements), opinion clusters, bridging statements, and consensus. Two-engine pipeline (LLM text analysis + PCA vote clustering) inspired by Polis and Talk to the City.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "justinstimatze/gemot", "npm_install": "" }, { "name": "k-jarzyna/mcp-miro", "url": "https://github.com/k-jarzyna/mcp-miro", "source_host": "github", "category": "Other Tools and Integrations", "description": "Miro MCP server, exposing all functionalities available in official Miro SDK", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kelvin6365/plane-mcp-server", "url": "https://github.com/kelvin6365/plane-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kenliao94/mcp-server-rabbitmq", "url": "https://github.com/kenliao94/mcp-server-rabbitmq", "source_host": "github", "category": "Other Tools and Integrations", "description": "Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kiarash-portfolio-mcp", "url": "https://kiarash-adl.pages.dev/.well-known/mcp.llmfeed.json", "source_host": "other", "category": "Other Tools and Integrations", "description": "", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kimtth/mcp-remote-call-ping-pong", "url": "https://github.com/kimtth/mcp-remote-call-ping-pong", "source_host": "github", "category": "Other Tools and Integrations", "description": "An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kiwamizamurai/mcp-kibela-server", "url": "https://github.com/kiwamizamurai/mcp-kibela-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kj455/mcp-kibela", "url": "https://github.com/kj455/mcp-kibela", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Klavis-AI/YouTube", "url": "https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube", "source_host": "github", "category": "Other Tools and Integrations", "description": "Extract and convert YouTube video information.", "languages": [ "python", "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KS-GEN-AI/confluence-mcp-server", "url": "https://github.com/KS-GEN-AI/confluence-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Get Confluence data via CQL and read pages.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KS-GEN-AI/jira-mcp-server", "url": "https://github.com/KS-GEN-AI/jira-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Read jira data via JQL and api and execute requests to create and edit tickets.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kw510/strava-mcp", "url": "https://github.com/kw510/strava-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server for Strava, an app for tracking physical exercise", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "latex-mcp-server", "url": "https://github.com/Yeok-c/latex-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "louiscklaw/hko-mcp", "url": "https://github.com/louiscklaw/hko-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server with basic demonstration of getting weather from Hong Kong Observatory", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "magarcia/mcp-server-giphy", "url": "https://github.com/magarcia/mcp-server-giphy", "source_host": "github", "category": "Other Tools and Integrations", "description": "Search and retrieve GIFs from Giphy's vast library through the Giphy API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "marcelmarais/Spotify", "url": "https://github.com/marcelmarais/spotify-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MariusAure/needhuman-mcp", "url": "https://github.com/MariusAure/needhuman-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Human-as-a-Service for AI agents — submit tasks (accept ToS, create accounts, verify identity) to a real human when the agent gets stuck.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@MariusAure/need-human", "npm_install": "" }, { "name": "MarkusPfundstein/mcp-obsidian", "url": "https://github.com/MarkusPfundstein/mcp-obsidian", "source_host": "github", "category": "Other Tools and Integrations", "description": "Interacting with Obsidian via REST API", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mediar-ai/screenpipe", "url": "https://github.com/mediar-ai/screenpipe", "source_host": "github", "category": "Other Tools and Integrations", "description": "enables building context-aware AI agents through a NextJS plugin ecosystem.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "megberts/mcp-websitepublisher-ai", "url": "https://github.com/megberts/mcp-websitepublisher-ai", "source_host": "github", "category": "Other Tools and Integrations", "description": "Build and publish websites through AI conversation. 27 MCP tools for pages, assets, entities, records and integrations. Remote server with OAuth 2.1 auto-discovery, works with Claude, ChatGPT, Mistral/Le Chat and Cursor.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "metorial/metorial", "url": "https://github.com/metorial/metorial", "source_host": "github", "category": "Other Tools and Integrations", "description": "OAuth, scaling, and monitoring included", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-everything", "url": "https://github.com/modelcontextprotocol/servers/tree/main/src/everything", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server that exercises all the features of the MCP protocol", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MonadsAG/capsulecrm-mcp", "url": "https://github.com/MonadsAG/capsulecrm-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mrjoshuak/godoc-mcp", "url": "https://github.com/mrjoshuak/godoc-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Mtehabsim/ScreenPilot", "url": "https://github.com/Mtehabsim/ScreenPilot", "source_host": "github", "category": "Other Tools and Integrations", "description": "enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "muammar-yacoob/GMail-Manager-MCP", "url": "https://github.com/muammar-yacoob/GMail-Manager-MCP#readme", "source_host": "github", "category": "Other Tools and Integrations", "description": "Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mzxrai/mcp-openai", "url": "https://github.com/mzxrai/mcp-openai", "source_host": "github", "category": "Other Tools and Integrations", "description": "Chat with OpenAI's smartest models", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nach-dakwale/instadomain-mcp", "url": "https://github.com/nach-dakwale/instadomain-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Domain registration for AI agents. Check availability, buy domains (Stripe or x402 crypto), and auto-configure Cloudflare DNS. Zero setup required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "nach-dakwale/instadomain-mcp", "npm_install": "" }, { "name": "NakaokaRei/swift-mcp-gui", "url": "https://github.com/NakaokaRei/swift-mcp-gui.git", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server that can execute commands such as keyboard input and mouse movement", "languages": [], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nanana-app/mcp-server-nano-banana", "url": "https://github.com/nanana-app/mcp-server-nano-banana", "source_host": "github", "category": "Other Tools and Integrations", "description": "AI image generation using Google Gemini's nano banana model.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nguyenvanduocit/all-in-one-model-context-protocol", "url": "https://github.com/nguyenvanduocit/all-in-one-model-context-protocol", "source_host": "github", "category": "Other Tools and Integrations", "description": "Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "NON906/omniparser-autogui-mcp", "url": "https://github.com/NON906/omniparser-autogui-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "offorte/offorte-mcp-server", "url": "https://github.com/offorte/offorte-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "The Offorte Proposal Software MCP server enables creation and sending of business proposals.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "olalonde/mcp-human", "url": "https://github.com/olalonde/mcp-human", "source_host": "github", "category": "Other Tools and Integrations", "description": "When your LLM needs human assistance (through AWS Mechanical Turk)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "olgasafonova/productplan-mcp-server", "url": "https://github.com/olgasafonova/productplan-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "orellazi/coda-mcp", "url": "https://github.com/orellazri/coda-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for [Coda](https://coda.io/)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "osinmv/funciton-lookup-mcp", "url": "https://github.com/osinmv/function-lookup-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for function signature lookups.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "osulivan/skill4agent-mcp-server", "url": "https://github.com/osulivan/skill4agent-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Search, view, and install AI skills in AI conversations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "osulivan/skill4agent-mcp-server", "npm_install": "" }, { "name": "pierrebrunelle/mcp-server-openai", "url": "https://github.com/pierrebrunelle/mcp-server-openai", "source_host": "github", "category": "Other Tools and Integrations", "description": "Query OpenAI models directly from Claude using MCP protocol", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pskill9/hn-server", "url": "https://github.com/pskill9/hn-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "PSPDFKit/nutrient-document-engine-mcp-server", "url": "https://github.com/PSPDFKit/nutrient-document-engine-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Self-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control — designed for HIPAA, SOC 2, and GDPR compliance.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PSPDFKit/nutrient-document-engine-mcp-server", "npm_install": "" }, { "name": "PSPDFKit/nutrient-dws-mcp-server", "url": "https://github.com/PSPDFKit/nutrient-dws-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OCR, watermark, and extract data from PDFs and Office documents via natural language. Works with Claude Desktop, LangGraph, and OpenAI Agents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@PSPDFKit/nutrient-dws-mcp-server", "npm_install": "" }, { "name": "PV-Bhat/vibe-check-mcp-server", "url": "https://github.com/PV-Bhat/vibe-check-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server that prevents cascading errors and scope creep by calling a \"Vibe-check\" agent to ensure user alignment.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pwh-pwh/cal-mcp", "url": "https://github.com/pwh-pwh/cal-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server for Mathematical expression calculation", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pyroprompts/any-chat-completions-mcp", "url": "https://github.com/pyroprompts/any-chat-completions-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "quarkiverse/mcp-server-jfx", "url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx", "source_host": "github", "category": "Other Tools and Integrations", "description": "Draw on JavaFX canvas.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "QuentinCody/shopify-storefront-mcp-server", "url": "https://github.com/QuentinCody/shopify-storefront-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "r-huijts/ethics-check-mcp", "url": "https://github.com/r-huijts/ethics-check-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rae-api-com/rae-mcp", "url": "https://github.com/rae-api-com/rae-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Rai220/think-mcp", "url": "https://github.com/Rai220/think-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "reeeeemo/ancestry-mcp", "url": "https://github.com/reeeeemo/ancestry-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows the AI to read .ged files and genetic data", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rember/rember-mcp", "url": "https://github.com/rember/rember-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ReplenishRadar/MCP", "url": "https://github.com/ReplenishRadar/MCP", "source_host": "github", "category": "Other Tools and Integrations", "description": "Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools for stockout risk, demand forecasts, purchase order lifecycle, and sales analytics. Human-in-the-loop: all write operations create drafts only.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ReplenishRadar/MCP", "npm_install": "" }, { "name": "roychri/mcp-server-asana", "url": "https://github.com/roychri/mcp-server-asana", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rusiaaman/wcgw", "url": "https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md", "source_host": "github", "category": "Other Tools and Integrations", "description": "Autonomous shell execution, computer control and coding agent. (Mac)", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Salen-Project/ticktick-mcp", "url": "https://github.com/Salen-Project/ticktick-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Salen-Project/ticktick-mcp", "npm_install": "" }, { "name": "SecretiveShell/MCP-wolfram-alpha", "url": "https://github.com/SecretiveShell/MCP-wolfram-alpha", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server for querying wolfram alpha API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Seym0n/tiktok-mcp", "url": "https://github.com/Seym0n/tiktok-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Interact with TikTok videos", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Shopify/dev-mcp", "url": "https://github.com/Shopify/dev-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Model Context Protocol (MCP) server that interacts with Shopify Dev.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "simonpainter/netbox-mcp", "url": "https://github.com/simonpainter/netbox-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server for interacting with NetBox API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sirmews/apple-notes-mcp", "url": "https://github.com/sirmews/apple-notes-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows the AI to read from your local Apple Notes database (macOS only)", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SPL-BGU/PlanningCopilot", "url": "https://github.com/SPL-BGU/PlanningCopilot", "source_host": "github", "category": "Other Tools and Integrations", "description": "A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "SPL-BGU/planning-copilot", "npm_install": "" }, { "name": "spranab/brainstorm-mcp", "url": "https://github.com/spranab/brainstorm-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSeek, Groq, Ollama, etc.). Pit different LLMs against each other to explore ideas from diverse perspectives.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@spranab/brainstorm-mcp", "npm_install": "" }, { "name": "suekou/mcp-notion-server", "url": "https://github.com/suekou/mcp-notion-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "Interacting with Notion API", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Swih/mistral-mcp", "url": "https://github.com/Swih/mistral-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server exposing 22 Mistral AI capabilities (chat, OCR, audio, vision, agents, embeddings, moderation, classification, files, batch) with dual transport (stdio + Streamable HTTP), structured outputs on every tool, and 6 curated French/English prompts with argument completion. Vendor API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Swih/mistral-mcp", "npm_install": "" }, { "name": "tacticlaunch/mcp-linear", "url": "https://github.com/tacticlaunch/mcp-linear", "source_host": "github", "category": "Other Tools and Integrations", "description": "Integrates with Linear project management system", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tan-yong-sheng/ai-vision-mcp", "url": "https://github.com/tan-yong-sheng/ai-vision-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tanigami/mcp-server-perplexity", "url": "https://github.com/tanigami/mcp-server-perplexity", "source_host": "github", "category": "Other Tools and Integrations", "description": "Interacting with Perplexity API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tevonsb/homeassistant-mcp", "url": "https://github.com/tevonsb/homeassistant-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Access Home Assistant data and control devices (lights, switches, thermostats, etc).", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TheoBrigitte/mcp-time", "url": "https://github.com/TheoBrigitte/mcp-time", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thingsboard/thingsboard-mcp", "url": "https://github.com/thingsboard/thingsboard-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.", "languages": [ "java" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "thinq-connect/thinqconnect-mcp", "url": "https://github.com/thinq-connect/thinqconnect-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tjclaude88/mcp-bling", "url": "https://github.com/tjclaude88/mcp-bling", "source_host": "github", "category": "Other Tools and Integrations", "description": "Give AI agents a persistent identity and cross-platform visual style. Includes WOW (Weird Office Workers) random-identity generator with rarity tiers and screenshot-ready share cards. `npx -y bling-bag`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "tjclaude88/mcp-bling", "npm_install": "npx -y bling-bag" }, { "name": "TollboothLabs/ai-tool-optimizer", "url": "https://github.com/TollboothLabs/ai-tool-optimizer", "source_host": "github", "category": "Other Tools and Integrations", "description": "Reduces MCP tool description token costs by 40-70% through pure text schema distillation.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@TollboothLabs/ai-tool-optimizer", "npm_install": "" }, { "name": "tomekkorbak/oura-mcp-server", "url": "https://github.com/tomekkorbak/oura-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server for Oura, an app for tracking sleep", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Tommertom/plugwise-mcp", "url": "https://github.com/Tommertom/plugwise-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tqiqbal/mcp-confluence-server", "url": "https://github.com/tqiqbal/mcp-confluence-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ttommyth/interactive-mcp", "url": "https://github.com/ttommyth/interactive-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tumf/web3-mcp", "url": "https://github.com/tumf/web3-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ujisati/anki-mcp", "url": "https://github.com/ujisati/anki-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Manage your Anki collection with AnkiConnect & MCP", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "UnitVectorY-Labs/mcp-graphql-forge", "url": "https://github.com/UnitVectorY-Labs/mcp-graphql-forge", "source_host": "github", "category": "Other Tools and Integrations", "description": "A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "W3Ship/w3ship-mcp-server", "url": "https://github.com/baskcart/w3ship-mcp-server", "source_host": "github", "category": "Other Tools and Integrations", "description": "AI-powered commerce MCP server with 22 tools: shopping cart (TMF663), orders (TMF622), shipment tracking (TMF621), session booking, Uniswap swaps, P2P marketplace, promo pickup, and cryptographic identity (SLH-DSA/ECDSA). No passwords — your wallet IS your account.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@baskcart/w3ship-mcp-server", "npm_install": "" }, { "name": "wanaku-ai/wanaku", "url": "https://github.com/wanaku-ai/wanaku", "source_host": "github", "category": "Other Tools and Integrations", "description": "", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "webaesbyamin/agent-receipts", "url": "https://github.com/webaesbyamin/agent-receipts", "source_host": "github", "category": "Other Tools and Integrations", "description": "Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "webaesbyamin/agent-receipts", "npm_install": "" }, { "name": "wishfinity/wishfinity-mcp-plusw", "url": "https://github.com/wishfinity/wishfinity-mcp-plusw", "source_host": "github", "category": "Other Tools and Integrations", "description": "Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wong2/mcp-cli", "url": "https://github.com/wong2/mcp-cli", "source_host": "github", "category": "Other Tools and Integrations", "description": "CLI tool for testing MCP servers", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ws-mcp", "url": "https://github.com/nick1udwig/ws-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yuna0x0/hackmd-mcp", "url": "https://github.com/yuna0x0/hackmd-mcp", "source_host": "github", "category": "Other Tools and Integrations", "description": "Allows AI models to interact with [HackMD](https://hackmd.io)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yyyhy/nash-arena", "url": "https://github.com/yyyhy/nash-arena", "source_host": "github", "category": "Other Tools and Integrations", "description": "A Chess and Card Game Arena For LLM, Agents can battle in game by mcp", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "yyyhy/nash-arena", "npm_install": "" }, { "name": "ZeparHyfar/mcp-datetime", "url": "https://github.com/ZeparHyfar/mcp-datetime", "source_host": "github", "category": "Other Tools and Integrations", "description": "MCP server providing date and time functions in various formats", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zueai/mcp-manager", "url": "https://github.com/zueai/mcp-manager", "source_host": "github", "category": "Other Tools and Integrations", "description": "Simple Web UI to install and manage MCP servers for Claude Desktop App.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "daiji-sshr/redmine-mcp-stateless", "url": "https://github.com/daiji-sshr/redmine-mcp-stateless", "source_host": "github", "category": "Product Management", "description": "Stateless Redmine MCP server. Credentials are passed per-request via HTTP headers and never stored on the server. Supports listing/creating/updating issues, full-text search across subjects, descriptions and comments, and editing journals (Redmine 5.0+). Deployable on RHEL (systemd) or Docker.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "daiji-sshr/redmine-mcp-stateless", "npm_install": "" }, { "name": "dkships/pm-copilot", "url": "https://github.com/dkships/pm-copilot", "source_host": "github", "category": "Product Management", "description": "Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Lukaris/framedeck-mcp", "url": "https://github.com/Lukaris/framedeck-mcp", "source_host": "github", "category": "Product Management", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Lukaris/framedeck-mcp", "npm_install": "" }, { "name": "spranab/saga-mcp", "url": "https://github.com/spranab/saga-mcp", "source_host": "github", "category": "Product Management", "description": "A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@spranab/saga-mcp", "npm_install": "" }, { "name": "TylerIlunga/procore-mcp-server", "url": "https://github.com/TylerIlunga/procore-mcp-server", "source_host": "github", "category": "Product Management", "description": "MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering projects, RFIs, submittals, daily logs, budgets, and more. Single-user OAuth with auto-refresh.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ashev87/propstack-mcp", "url": "https://github.com/ashev87/propstack-mcp", "source_host": "github", "category": "Real Estate", "description": "Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings for real estate agents (Makler).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@ashev87/propstack-mcp", "npm_install": "" }, { "name": "Agnuxo1/benchclaw-integrations", "url": "https://github.com/Agnuxo1/benchclaw-integrations/tree/main/mcp-server", "source_host": "github", "category": "Research", "description": "Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](https://www.p2pclaw.com/app/benchmark) leaderboard. Papers are scored by a 17-judge Tribunal with 8 deception detectors across 10 dimensions. No API key required. Works with Claude Desktop, Cursor, Cline, Zed, Continue.dev.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Agnuxo1/benchclaw-integrations", "npm_install": "" }, { "name": "BrowseAI-HQ/BrowserAI-Dev", "url": "https://github.com/BrowseAI-HQ/BrowserAI-Dev", "source_host": "github", "category": "Research", "description": "Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "BrowseAI-HQ/browse-ai", "npm_install": "" }, { "name": "connerlambden/bgpt-mcp", "url": "https://github.com/connerlambden/bgpt-mcp", "source_host": "github", "category": "Research", "description": "Search scientific papers with structured experimental data extracted from full-text studies. Returns 25+ fields per paper including methods, results, sample sizes, and quality scores. 50 free searches, then $0.01/result.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@connerlambden/bgpt-mcp", "npm_install": "" }, { "name": "Embassy-of-the-Free-Mind/sourcelibrary-v2", "url": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/tree/main/mcp-server", "source_host": "github", "category": "Research", "description": "Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HubLensOfficial/mcp-server", "url": "https://github.com/HubLensOfficial/mcp-server", "source_host": "github", "category": "Research", "description": "Query daily trending open-source projects from GitHub & Hacker News with AI-generated bilingual (EN/ZH) summaries, categories, use cases, and custom scoring. Stateless, no API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "HubLensOfficial/mcp-server", "npm_install": "" }, { "name": "kimimgo/viznoir", "url": "https://github.com/kimimgo/viznoir", "source_host": "github", "category": "Research", "description": "Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "kimimgo/viznoir", "npm_install": "" }, { "name": "mnemox-ai/idea-reality-mcp", "url": "https://github.com/mnemox-ai/idea-reality-mcp", "source_host": "github", "category": "Research", "description": "Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@mnemox-ai/idea-reality-mcp", "npm_install": "" }, { "name": "nangman-infra/touch-browser", "url": "https://github.com/nangman-infra/touch-browser", "source_host": "github", "category": "Research", "description": "Evidence-grounded web research for AI agents. Verifies page-local claims with citations, confidence bands, policy reports, and multi-page session synthesis via MCP.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "nangman-infra/touch-browser", "npm_install": "" }, { "name": "ovlabs/mcp-server-originalvoices", "url": "https://github.com/ovlabs/mcp-server-originalvoices", "source_host": "github", "category": "Research", "description": "each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pminervini/deep-research-mcp", "url": "https://github.com/pminervini/deep-research-mcp", "source_host": "github", "category": "Research", "description": "Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sh-patterson/legiscan-mcp", "url": "https://github.com/sh-patterson/legiscan-mcp", "source_host": "github", "category": "Research", "description": "Access legislative data from all 50 US states and Congress — search bills, get full text, track votes, and look up legislators via the LegiScan API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ggstefivzf", "npm_install": "" }, { "name": "thevibepreneur/gapbase-mcp", "url": "https://github.com/thevibepreneur/gapbase-mcp", "source_host": "github", "category": "Research", "description": "Search 474 validated startup gaps from your AI editor. Find unsolved business problems by industry, role, or keyword — each with pain point, solution direction, and link to full blueprint. Zero API keys, works offline.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "thevibepreneur/gapbase-mcp", "npm_install": "" }, { "name": "thinkchainai/agentinterviews_mcp", "url": "https://github.com/thinkchainai/agentinterviews_mcp", "source_host": "github", "category": "Research", "description": "Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "xmpuspus/ph-civic-data-mcp", "url": "https://github.com/xmpuspus/ph-civic-data-mcp", "source_host": "github", "category": "Research", "description": "Philippine government data as agent-callable tools: PHIVOLCS earthquakes + volcano alerts, PAGASA weather + typhoons, PhilGEPS procurement, PSA 2020 Census population + poverty, AQICN air quality. Install: `uvx ph-civic-data-mcp`.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "xmpuspus/ph-civic-data-mcp", "npm_install": "" }, { "name": "yusong652/pfc-mcp", "url": "https://github.com/yusong652/pfc-mcp", "source_host": "github", "category": "Research", "description": "MCP server for [ITASCA PFC](https://www.itascacg.com/software/pfc) discrete element simulation — browse documentation, execute scripts, capture plots, and manage long-running tasks via a WebSocket bridge to the PFC GUI.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "yusong652/pfc-mcp", "npm_install": "" }, { "name": "yusong652/yade-mcp", "url": "https://github.com/yusong652/yade-mcp", "source_host": "github", "category": "Research", "description": "MCP server for [YADE](https://yade-dem.org/) — open-source discrete element method (DEM) engine for granular and particle simulation. Browse API docs with BM25 search, execute code via synchronous REPL or async background tasks, monitor progress, and review task history.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "yusong652/yade-mcp", "npm_install": "" }, { "name": "0xdaef0f/job-searchoor", "url": "https://github.com/0xDAEF0F/job-searchoor", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP server for searching job listings with filters for date, keywords, remote work options, and more.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Aas-ee/open-webSearch", "url": "https://github.com/Aas-ee/open-webSearch", "source_host": "github", "category": "Search & Data Extraction", "description": "Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.", "languages": [ "python", "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ac3xx/mcp-servers-kagi", "url": "https://github.com/ac3xx/mcp-servers-kagi", "source_host": "github", "category": "Search & Data Extraction", "description": "Kagi search API integration", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AceDataCloud/MCPSerp", "url": "https://github.com/AceDataCloud/SerpMCP", "source_host": "github", "category": "Search & Data Extraction", "description": "Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AceDataCloud/MCPSerp", "npm_install": "" }, { "name": "adawalli/nexus", "url": "https://github.com/adawalli/nexus", "source_host": "github", "category": "Search & Data Extraction", "description": "AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AIMLPM/markcrawl", "url": "https://github.com/AIMLPM/markcrawl", "source_host": "github", "category": "Search & Data Extraction", "description": "Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "AIMLPM/markcrawl", "npm_install": "" }, { "name": "ananddtyagi/webpage-screenshot-mcp", "url": "https://github.com/ananddtyagi/webpage-screenshot-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "A MCP server for taking screenshots of webpages to use as feedback during UI developement.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andybrandt/mcp-simple-arxiv", "url": "https://github.com/andybrandt/mcp-simple-arxiv", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "andybrandt/mcp-simple-pubmed", "url": "https://github.com/andybrandt/mcp-simple-pubmed", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "angheljf/nyt", "url": "https://github.com/angheljf/nyt", "source_host": "github", "category": "Search & Data Extraction", "description": "Search articles using the NYTimes API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "apify/mcp-server-rag-web-browser", "url": "https://github.com/apify/mcp-server-rag-web-browser", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "atlasprzetargow/mcp-server", "url": "https://github.com/atlasprzetargow/mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entities and contractors by NIP, market statistics by CPV/province, 90+ term procurement glossary.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "atlasprzetargow/mcp-server", "npm_install": "" }, { "name": "bartonguestier1725-collab/scout-mcp", "url": "https://github.com/bartonguestier1725-collab/scout-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "bartonguestier1725-collab/scout-mcp", "npm_install": "npx -y scout-cli" }, { "name": "Bigsy/Clojars-MCP-Server", "url": "https://github.com/Bigsy/Clojars-MCP-Server", "source_host": "github", "category": "Search & Data Extraction", "description": "Clojars MCP Server for upto date dependency information of Clojure libraries", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "blazickjp/arxiv-mcp-server", "url": "https://github.com/blazickjp/arxiv-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Search ArXiv research papers", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "boikot-xyz/boikot", "url": "https://github.com/boikot-xyz/boikot", "source_host": "github", "category": "Search & Data Extraction", "description": "Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.", "languages": [ "rust" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "brave/brave-search-mcp-server", "url": "https://github.com/brave/brave-search-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Web search capabilities using Brave's Search API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cameronrye/activitypub-mcp", "url": "https://github.com/cameronrye/activitypub-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cameronrye/gopher-mcp", "url": "https://github.com/cameronrye/gopher-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cevatkerim/unsplash-mcp", "url": "https://github.com/cevatkerim/unsplash-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chanmeng/google-news-mcp-server", "url": "https://github.com/ChanMeng666/server-google-news", "source_host": "github", "category": "Search & Data Extraction", "description": "Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chasesaurabh/mcp-page-capture", "url": "https://github.com/chasesaurabh/mcp-page-capture", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ConechoAI/openai-websearch-mcp", "url": "https://github.com/ConechoAI/openai-websearch-mcp/", "source_host": "github", "category": "Search & Data Extraction", "description": "This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Crawleo/Crawleo-MCP", "url": "https://github.com/Crawleo/Crawleo-MCP", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "czottmann/kagi-ken-mcp", "url": "https://github.com/czottmann/kagi-ken-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "DappierAI/dappier-mcp", "url": "https://github.com/DappierAI/dappier-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "deadletterq/mcp-opennutrition", "url": "https://github.com/deadletterq/mcp-opennutrition", "source_host": "github", "category": "Search & Data Extraction", "description": "Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dealx/mcp-server", "url": "https://github.com/DealExpress/mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP Server for DealX platform", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "devflowinc/trieve", "url": "https://github.com/devflowinc/trieve/tree/main/clients/mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dorukardahan/domain-search-mcp", "url": "https://github.com/dorukardahan/domain-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Dumpling-AI/mcp-server-dumplingai", "url": "https://github.com/Dumpling-AI/mcp-server-dumplingai", "source_host": "github", "category": "Search & Data Extraction", "description": "Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "echojobsio/jdl-mcp-server", "url": "https://github.com/echojobsio/jdl-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, salary, location, seniority, remote type, and more. Free — 500 calls/day, no signup required. Also available as a remote MCP server at `https://mcp.jobdatalake.com`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "echojobsio/jdl-mcp-server", "npm_install": "" }, { "name": "echology-io/decompose", "url": "https://github.com/echology-io/decompose", "source_host": "github", "category": "Search & Data Extraction", "description": "Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ekas-io/open-sales-stack", "url": "https://github.com/ekas-io/open-sales-stack", "source_host": "github", "category": "Search & Data Extraction", "description": "Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting by [Ekas](https://ekas.io/)", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ekas-io/open-sales-stack", "npm_install": "" }, { "name": "emicklei/melrose-mcp", "url": "https://github.com/emicklei/melrose-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Plays [Melrōse](https://melrōse.org) music expressions as MIDI", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "erithwik/mcp-hn", "url": "https://github.com/erithwik/mcp-hn", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP server to search Hacker News, get top stories, and more.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "exa-labs/exa-mcp-server", "url": "https://github.com/exa-labs/exa-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fatwang2/search1api-mcp", "url": "https://github.com/fatwang2/search1api-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Search via search1api (requires paid API key)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "FayAndXan/spectrawl", "url": "https://github.com/FayAndXan/spectrawl", "source_host": "github", "category": "Search & Data Extraction", "description": "Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "FayAndXan/spectrawl", "npm_install": "" }, { "name": "format37/youtube_mcp", "url": "https://github.com/format37/youtube_mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gemy411/multi-research-agents", "url": "https://github.com/gemy411/multi-agents-research", "source_host": "github", "category": "Search & Data Extraction", "description": "a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "giskard09/giskard-search", "url": "https://github.com/giskard09/giskard-search", "source_host": "github", "category": "Search & Data Extraction", "description": "Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required. Self-hosted with phoenixd.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "giskard09/giskard-search", "npm_install": "" }, { "name": "gregm711/agent-domain-service-mcp", "url": "https://github.com/gregm711/agent-domain-service-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hanselhansel/aeo-cli", "url": "https://github.com/hanselhansel/aeo-cli", "source_host": "github", "category": "Search & Data Extraction", "description": "Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HasData/hasdata-mcp", "url": "https://github.com/HasData/hasdata-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Remote MCP server providing structured data APIs for Google (Search, Maps, Trends, Flights), Amazon, Airbnb, Zillow, Yelp, and more. 40+ tools returns clean JSON data instead of browser automation or raw HTML scraping. Designed for AI agents requiring reliable hosted data access.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "HasData/hasdata-mcp", "npm_install": "" }, { "name": "hbg/mcp-paperswithcode", "url": "https://github.com/hbg/mcp-paperswithcode", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hellokaton/unsplash-mcp-server", "url": "https://github.com/hellokaton/unsplash-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "A MCP server for Unsplash image search.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Himalayas-App/himalayas-mcp", "url": "https://github.com/Himalayas-App/himalayas-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "idapixl/idapixl-web-research-mcp", "url": "https://github.com/idapixl/idapixl-web-research-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), fetch pages to clean markdown, and multi-step research with relevance scoring and key fact extraction.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "idapixl-web-research-mcp", "npm_install": "" }, { "name": "Ihor-Sokoliuk/MCP-SearXNG", "url": "https://github.com/ihor-sokoliuk/mcp-searxng", "source_host": "github", "category": "Search & Data Extraction", "description": "A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imprvhub/mcp-claude-hackernews", "url": "https://github.com/imprvhub/mcp-claude-hackernews", "source_host": "github", "category": "Search & Data Extraction", "description": "An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imprvhub/mcp-domain-availability", "url": "https://github.com/imprvhub/mcp-domain-availability", "source_host": "github", "category": "Search & Data Extraction", "description": "A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "imprvhub/mcp-rss-aggregator", "url": "https://github.com/imprvhub/mcp-rss-aggregator", "source_host": "github", "category": "Search & Data Extraction", "description": "Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ip2whois/mcp-ip2whois", "url": "https://github.com/ip2whois/mcp-ip2whois", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.", "languages": [ "python", "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ip2whois/mcp-ip2whois", "npm_install": "" }, { "name": "isnow890/naver-search-mcp", "url": "https://github.com/isnow890/naver-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jae-jae/fetcher-mcp", "url": "https://github.com/jae-jae/fetcher-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jae-jae/g-search-mcp", "url": "https://github.com/jae-jae/g-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jhomen368/overseerr-mcp", "url": "https://github.com/jhomen368/overseerr-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Integrate AI assistants with Overseerr and the Seerr (the unified successor) for automated media discovery, requests, and management in Plex, Jellyfin, and Emby ecosystems.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@jhomen368/overseerr-mcp", "npm_install": "" }, { "name": "joelio/stocky", "url": "https://github.com/joelio/stocky", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "just-every/mcp-read-website-fast", "url": "https://github.com/just-every/mcp-read-website-fast", "source_host": "github", "category": "Search & Data Extraction", "description": "converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "just-every/mcp-screenshot-website-fast", "url": "https://github.com/just-every/mcp-screenshot-website-fast", "source_host": "github", "category": "Search & Data Extraction", "description": "Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kagisearch/kagimcp", "url": "https://github.com/kagisearch/kagimcp", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kc23go/anybrowse", "url": "https://github.com/kc23go/anybrowse", "source_host": "github", "category": "Search & Data Extraction", "description": "Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Free via MCP, pay-per-use via x402. Remote MCP endpoint: `https://anybrowse.dev/mcp`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "kc23go/anybrowse", "npm_install": "" }, { "name": "kehvinbehvin/json-mcp-filter", "url": "https://github.com/kehvinbehvin/json-mcp-filter", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Khamel83/argus", "url": "https://github.com/Khamel83/argus", "source_host": "github", "category": "Search & Data Extraction", "description": "Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Khamel83/argus", "npm_install": "" }, { "name": "kimdonghwi94/Web-Analyzer-MCP", "url": "https://github.com/kimdonghwi94/web-analyzer-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Extracts clean web content for RAG and provides Q&A about web pages.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kshern/mcp-tavily", "url": "https://github.com/kshern/mcp-tavily.git", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KyuRish/fiverr-mcp-server", "url": "https://github.com/KyuRish/fiverr-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Search Fiverr gigs, view seller profiles, compare pricing packages, and read reviews. No API key required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "KyuRish/fiverr-mcp-server", "npm_install": "" }, { "name": "leadbrain/korean-data-mcp", "url": "https://github.com/leadbrain/korean-data-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, Musinsa fashion rankings. 7 tools powered by Apify actors. Requires APIFY_TOKEN.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "leadbrain/korean-data-mcp", "npm_install": "" }, { "name": "leehanchung/bing-search-mcp", "url": "https://github.com/leehanchung/bing-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Web search capabilities using Microsoft Bing Search API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lfnovo/content-core", "url": "https://github.com/lfnovo/content-core", "source_host": "github", "category": "Search & Data Extraction", "description": "Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Linked-API/linkedapi-mcp", "url": "https://github.com/Linked-API/linkedapi-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "linxule/mineru-mcp", "url": "https://github.com/linxule/mineru-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lionkiii/rss-feeds-mcp", "url": "https://github.com/lionkiii/rss-feeds-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lionkiii/rss-feeds-mcp", "npm_install": "" }, { "name": "lulzasaur9192/marketplace-search-mcp", "url": "https://github.com/lulzasaur9192/marketplace-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Search marketplaces (TCGPlayer, Reverb, Thumbtack), verify professional licenses (contractor, nurse across US states), and look up PSA card grading population data.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lulzasaur9192/marketplace-search-mcp", "npm_install": "" }, { "name": "luminati-io/brightdata-mcp", "url": "https://github.com/luminati-io/brightdata-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "one interface powering automated access across the public internet.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarcinDudekDev/the-data-collector", "url": "https://github.com/MarcinDudekDev/the-data-collector", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for scraping Hacker News, Bluesky, and Substack with x402 micropayment support. Tools: hn_search, bluesky_search, substack_search. $0.05/call via USDC on Base.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "MarcinDudekDev/crypto-signals-mcp", "npm_install": "" }, { "name": "mikechao/brave-search-mcp", "url": "https://github.com/mikechao/brave-search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MikkoParkkola/nab", "url": "https://github.com/MikkoParkkola/nab", "source_host": "github", "category": "Search & Data Extraction", "description": "Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth, and 1Password integration. Fetches any URL as clean Markdown for AI context.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MikkoParkkola/nab", "npm_install": "" }, { "name": "mikusnuz/gsc-mcp", "url": "https://github.com/mikusnuz/gsc-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for Google Search Console & Indexing API — 13 tools for search analytics, sitemaps, URL inspection, and batch indexing.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/gsc-mcp", "npm_install": "" }, { "name": "modelcontextprotocol/server-fetch", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/fetch", "source_host": "github", "category": "Search & Data Extraction", "description": "Efficient web content fetching and processing for AI consumption", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mrslbt/rippr", "url": "https://github.com/mrslbt/rippr", "source_host": "github", "category": "Search & Data Extraction", "description": "YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mrslbt/rippr", "npm_install": "npx rippr-mcp" }, { "name": "mzxrai/mcp-webresearch", "url": "https://github.com/mzxrai/mcp-webresearch", "source_host": "github", "category": "Search & Data Extraction", "description": "Search Google and do deep web research on any topic", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "n24q02m/wet-mcp", "url": "https://github.com/n24q02m/wet-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@n24q02m/wet-mcp", "npm_install": "" }, { "name": "NameetP/pdfmux", "url": "https://github.com/NameetP/pdfmux", "source_host": "github", "category": "Search & Data Extraction", "description": "PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "NameetP/pdfmux", "npm_install": "" }, { "name": "nickclyde/duckduckgo-mcp-server", "url": "https://github.com/nickclyde/duckduckgo-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Web search using DuckDuckGo", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nkapila6/mcp-local-rag", "url": "https://github.com/nkapila6/mcp-local-rag", "source_host": "github", "category": "Search & Data Extraction", "description": "\"primitive\" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nyxn-ai/NyxDocs", "url": "https://github.com/nyxn-ai/NyxDocs", "source_host": "github", "category": "Search & Data Extraction", "description": "Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "OctagonAI/octagon-deep-research-mcp", "url": "https://github.com/OctagonAI/octagon-deep-research-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Lightning-Fast, High-Accuracy Deep Research Agent", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "omniologynow-rgb/scout-intel-mcp", "url": "https://github.com/omniologynow-rgb/scout-intel-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery, and citation tracking. Install via `pip install scout-intel-mcp`.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "omniologynow-rgb/scout-intel-mcp", "npm_install": "" }, { "name": "opendatalab/MinerU-Ecosystem", "url": "https://github.com/opendatalab/MinerU-Ecosystem/tree/main/mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "opendatalab/MinerU-Ecosystem", "npm_install": "" }, { "name": "oso95/domain-suite-mcp", "url": "https://github.com/oso95/domain-suite-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Full domain lifecycle management: availability checking (zero config), registration, DNS, SSL, email auth (SPF/DKIM/DMARC), and WHOIS across Porkbun, Namecheap, GoDaddy, and Cloudflare. 21 tools.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "oso95/domain-suite-mcp", "npm_install": "" }, { "name": "parallel-web/search-mcp", "url": "https://github.com/parallel-web/search-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Highest Accuracy Web Search for AI", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "parallel-web/task-mcp", "url": "https://github.com/parallel-web/task-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Highest Accuracy Deep Research and Batch Tasks MCP", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "paulieb89/govuk-mcp", "url": "https://github.com/paulieb89/govuk-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Search GOV.UK content, retrieve full government pages, look up organisations, and resolve UK postcodes to local authorities. 5 read-only tools, no API keys required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "paulieb89/govuk-mcp", "npm_install": "" }, { "name": "Pearch-ai/mcp_pearch", "url": "https://github.com/Pearch-ai/mcp_pearch", "source_host": "github", "category": "Search & Data Extraction", "description": "Best people search engine that reduces the time spent on talent discovery", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pepabo/muumuu-domain-mcp", "url": "https://github.com/pepabo/muumuu-domain-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Official remote MCP server for Muumuu Domain (GMO Pepabo). Search and register domains, manage owned domains and contracts, and configure DNS records via natural language.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "pepabo/muumuu-mcp", "npm_install": "" }, { "name": "peter-j-thompson/semanticapi-mcp", "url": "https://github.com/peter-j-thompson/semanticapi-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pragmar/mcp-server-webcrawl", "url": "https://github.com/pragmar/mcp-server-webcrawl", "source_host": "github", "category": "Search & Data Extraction", "description": "Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pranciskus/newsmcp", "url": "https://github.com/pranciskus/newsmcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Real-time world news for AI agents — events clustered from hundreds of sources, classified by topic and geography, ranked by importance. Free, no API key. `npx -y @newsmcp/server`", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@pranciskus/news-mcp-world-news-for-ai-agents", "npm_install": "npx -y @newsmcp/server" }, { "name": "QuentinCody/catalysishub-mcp-server", "url": "https://github.com/QuentinCody/catalysishub-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.", "languages": [ "python" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qune-tech/ocds-mcp", "url": "https://github.com/qune-tech/ocds-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "German public procurement data (OCDS) — semantic search, tender matching with company profiles, and structured filtering.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "qune-tech/ocds-mcp", "npm_install": "" }, { "name": "r-huijts/opentk-mcp", "url": "https://github.com/r-huijts/opentk-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "reading-plus-ai/mcp-server-deep-research", "url": "https://github.com/reading-plus-ai/mcp-server-deep-research", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ricocf/mcp-wolframalpha", "url": "https://github.com/ricocf/mcp-wolframalpha", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "robbyczgw-cla/web-search-plus-mcp", "url": "https://github.com/robbyczgw-cla/web-search-plus-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). Available via `uvx web-search-plus-mcp`.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "robbyczgw-cla/web-search-plus-mcp", "npm_install": "" }, { "name": "rubenayla/partle-mcp", "url": "https://github.com/rubenayla/partle-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Search products and stores in nearby physical stores. Find what you need locally instead of waiting for delivery. Remote MCP server (Streamable HTTP, no API key required).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@rubenayla/partle", "npm_install": "" }, { "name": "sascharo/gxtract", "url": "https://github.com/sascharo/gxtract", "source_host": "github", "category": "Search & Data Extraction", "description": "GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "scrapeless-ai/scrapeless-mcp-server", "url": "https://github.com/scrapeless-ai/scrapeless-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "scraperapi/scraperapi-mcp", "url": "https://github.com/scraperapi/scraperapi-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "scraperapi/scraperapi-mcp", "npm_install": "" }, { "name": "scrapercity/scrapercity-cli", "url": "https://github.com/scrapercity/scrapercity-cli", "source_host": "github", "category": "Search & Data Extraction", "description": "B2B lead generation with 20+ tools including Apollo, Google Maps, email finder, email validator, mobile finder, skip trace, and ecommerce store data.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "scrapercity/scrapercity-cli", "npm_install": "" }, { "name": "searchcraft-inc/searchcraft-mcp-server", "url": "https://github.com/searchcraft-inc/searchcraft-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SecretiveShell/MCP-searxng", "url": "https://github.com/SecretiveShell/MCP-searxng", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP Server to connect to searXNG instances", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "securecoders/opengraph-io-mcp", "url": "https://github.com/securecoders/opengraph-io-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@securecoders/opengraph-io-mcp", "npm_install": "" }, { "name": "serkan-ozal/driflyte-mcp-server", "url": "https://github.com/serkan-ozal/driflyte-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "serpapi/serpapi-mcp", "url": "https://github.com/serpapi/serpapi-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shopsavvy/shopsavvy-mcp-server", "url": "https://github.com/shopsavvy/shopsavvy-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sifter-ai/sifter", "url": "https://github.com/sifter-ai/sifter", "source_host": "github", "category": "Search & Data Extraction", "description": "Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "sifter-ai/sifter", "npm_install": "" }, { "name": "softvoyagers/linkmeta-api", "url": "https://github.com/softvoyagers/linkmeta-api", "source_host": "github", "category": "Search & Data Extraction", "description": "Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ssatama/rescuedogs-mcp-server", "url": "https://github.com/ssatama/rescuedogs-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "StripFeed/mcp-server", "url": "https://github.com/StripFeed/mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Convert any URL to clean, token-efficient Markdown for AI agents. API-backed extraction with token counting, CSS selector support, and configurable caching via [StripFeed](https://www.stripfeed.dev).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@StripFeed/stripfeed-mcp-server", "npm_install": "" }, { "name": "takashiishida/arxiv-latex-mcp", "url": "https://github.com/takashiishida/arxiv-latex-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Get the LaTeX source of arXiv papers to handle mathematical content and equations", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "talonicdev/talonic-mcp", "url": "https://github.com/talonicdev/talonic-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Schema-validated document extraction with searchable workspace memory. Extract structured fields from PDFs, scans, images, and forms; AI agents can also search, filter, and query past extractions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "talonicdev/talonic-mcp", "npm_install": "" }, { "name": "the0807/GeekNews-MCP-Server", "url": "https://github.com/the0807/GeekNews-MCP-Server", "source_host": "github", "category": "Search & Data Extraction", "description": "An MCP Server that retrieves and processes news data from the GeekNews site.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "theagenttimes/tat-mcp-server", "url": "https://github.com/theagenttimes/tat-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Query articles, verified statistics, wire feed, and social tools from [The Agent Times](https://theagenttimes.com), the AI-native newspaper covering the agent economy. 13 tools including search, comments, citations, and agent leaderboards. No API key required.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tianqitang1/enrichr-mcp-server", "url": "https://github.com/tianqitang1/enrichr-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "A MCP server that provides gene set enrichment analysis using the Enrichr API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tinyfish-io/agentql-mcp", "url": "https://github.com/tinyfish-io/agentql-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Tomatio13/mcp-server-tavily", "url": "https://github.com/Tomatio13/mcp-server-tavily", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "urlbox/urlbox-mcp-server", "url": "https://github.com/urlbox/urlbox-mcp-server/", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vectorize-io/vectorize-mcp-server", "url": "https://github.com/vectorize-io/vectorize-mcp-server/", "source_host": "github", "category": "Search & Data Extraction", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Vincentwei1021/agent-toolbox", "url": "https://github.com/Vincentwei1021/agent-toolbox", "source_host": "github", "category": "Search & Data Extraction", "description": "Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction, and QR code generation. 1,000 free calls/month, no setup required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Vincentwei1021/agent-toolbox", "npm_install": "" }, { "name": "vitorpavinato/ncbi-mcp-server", "url": "https://github.com/vitorpavinato/ncbi-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wd041216-bit/free-web-search-ultimate", "url": "https://github.com/wd041216-bit/free-web-search-ultimate", "source_host": "github", "category": "Search & Data Extraction", "description": "Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "wd041216-bit/free-web-search-ultimate", "npm_install": "" }, { "name": "webpeel/webpeel", "url": "https://github.com/webpeel/webpeel", "source_host": "github", "category": "Search & Data Extraction", "description": "Smart web fetcher for AI agents with auto-escalation from HTTP to headless browser to stealth mode. Includes 9 MCP tools: fetch, search, crawl, map, extract, batch, screenshot, jobs, and agent. Achieved 100% success rate on a 30-URL benchmark.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "webscraping-ai/webscraping-ai-mcp-server", "url": "https://github.com/webscraping-ai/webscraping-ai-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "yamanoku/baseline-mcp-server", "url": "https://github.com/yamanoku/baseline-mcp-server", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that searches Baseline status using Web Platform API", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zhsama/duckduckgo-mcp-server", "url": "https://github.com/zhsama/duckduckgo-mpc-server/", "source_host": "github", "category": "Search & Data Extraction", "description": "This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zlatkoc/youtube-summarize", "url": "https://github.com/zlatkoc/youtube-summarize", "source_host": "github", "category": "Search & Data Extraction", "description": "MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zoharbabin/google-researcher-mcp", "url": "https://github.com/zoharbabin/google-researcher-mcp", "source_host": "github", "category": "Search & Data Extraction", "description": "Comprehensive research tools including Google Search (web, news, images), web scraping with JavaScript rendering, academic paper search (arXiv, PubMed, IEEE), patent search, and YouTube transcript extraction.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@zoharbabin/google-researcher-mcp", "npm_install": "" }, { "name": "zoomeye-ai/mcp_zoomeye", "url": "https://github.com/zoomeye-ai/mcp_zoomeye", "source_host": "github", "category": "Search & Data Extraction", "description": "Querying network asset information by ZoomEye MCP Server", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "123Ergo/unphurl-mcp", "url": "https://github.com/123Ergo/unphurl-mcp", "source_host": "github", "category": "Security", "description": "URL intelligence for AI agents. 13 tools for security signals and data quality: redirect behaviour, brand impersonation detection, domain age, SSL validation, parked detection, URL structural analysis, DNS enrichment.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "123Ergo/unphurl-mcp", "npm_install": "" }, { "name": "13bm/GhidraMCP", "url": "https://github.com/13bm/GhidraMCP", "source_host": "github", "category": "Security", "description": "MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.", "languages": [ "python", "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "82ch/MCP-Dandan", "url": "https://github.com/82ch/MCP-Dandan", "source_host": "github", "category": "Security", "description": "Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.", "languages": [ "python", "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Acacian/aegis", "url": "https://github.com/Acacian/aegis", "source_host": "github", "category": "Security", "description": "Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Acacian/aegis", "npm_install": "" }, { "name": "adeptus-innovatio/solvitor-mcp", "url": "https://github.com/Adeptus-Innovatio/solvitor-mcp", "source_host": "github", "category": "Security", "description": "Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "agentgraph-co/agentgraph", "url": "https://github.com/agentgraph-co/agentgraph", "source_host": "github", "category": "Security", "description": "Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "agentgraph-co/agentgraph", "npm_install": "" }, { "name": "agentward-ai/agentward", "url": "https://github.com/agentward-ai/agentward", "source_host": "github", "category": "Security", "description": "Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "agentward-ai/agent-ward", "npm_install": "" }, { "name": "agntor/mcp", "url": "https://github.com/agntor/mcp", "source_host": "github", "category": "Security", "description": "MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "AIM-Intelligence/AIM-Guard-MCP", "url": "https://github.com/AIM-Intelligence/AIM-MCP", "source_host": "github", "category": "Security", "description": "Security-focused MCP server that provides safety guidelines and content analysis for AI agents.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "airblackbox/air-blackbox-mcp", "url": "https://github.com/airblackbox/air-blackbox-mcp", "source_host": "github", "category": "Security", "description": "EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 tools including prompt injection detection, risk classification, and trust layer integration. The only MCP compliance server that generates fix code, not just findings.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@airblackbox/air-blackbox-mcp", "npm_install": "" }, { "name": "alberthild/shieldapi-mcp", "url": "https://github.com/alberthild/shieldapi-mcp", "source_host": "github", "category": "Security", "description": "Security intelligence for AI agents: password breach checks (900M+ HIBP hashes), email/domain/IP/URL reputation, prompt injection detection (200+ patterns), and skill supply chain scanning. Pay-per-request via x402 USDC micropayments or free demo mode, no API key needed.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@alberthild/shield-api-mcp", "npm_install": "" }, { "name": "alexfleetcommander/agent-trust-stack-mcp", "url": "https://github.com/alexfleetcommander/agent-trust-stack-mcp", "source_host": "github", "category": "Security", "description": "Cryptographic provenance, bilateral blind reputation scoring, and tamper-evident logging for AI agent interactions. 7 interlocking trust protocols (CoC, ARP, ASA, AJP, ALP, AMP, CWEP) available in Python (pip) and TypeScript (npm). 663 tests. Bitcoin-anchored provenance chains, anti-Goodhart reputation scoring, machine-readable contracts, dispute resolution, lifecycle management, trust-weighted matchmaking, and context-window cost allocation. Also on [Smithery](https://smithery.ai/server/@alexfleetcommander/agent-trust-stack-mcp) and [PyPI](https://pypi.org/project/agent-trust-stack-mcp/).", "languages": [ "python", "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "alexfleetcommander/agent-trust-stack-mcp", "npm_install": "" }, { "name": "arian-gogani/nobulex", "url": "https://github.com/arian-gogani/nobulex", "source_host": "github", "category": "Security", "description": "Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get SHA-256 hash-chained tamper-evident audit logs, and verify compliance independently. Cross-agent verification handshake — no proof, no transaction. MIT licensed, 4,244 tests.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "arian-gogani/nobulex", "npm_install": "" }, { "name": "ark-forge/arkforge-mcp", "url": "https://github.com/ark-forge/arkforge-mcp", "source_host": "github", "category": "Security", "description": "Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor. Works with Claude, GPT-4, Mistral, LangChain, AutoGen, or any HTTP client.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ze6ad36390", "npm_install": "" }, { "name": "ARKALDA/hejdar-mcp", "url": "https://github.com/ARKALDA/hejdar-mcp", "source_host": "github", "category": "Security", "description": "Runtime policy enforcement for AI agents. Evaluate actions against organization policies before execution, with observe and enforce modes.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ARKALDA/hejdar-mcp", "npm_install": "" }, { "name": "arthurpanhku/DocSentinel", "url": "https://github.com/arthurpanhku/DocSentinel", "source_host": "github", "category": "Security", "description": "MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "arthurpanhku/DocSentinel", "npm_install": "" }, { "name": "atomicchonk/roadrecon_mcp_server", "url": "https://github.com/atomicchonk/roadrecon_mcp_server", "source_host": "github", "category": "Security", "description": "", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "behrensd/mcp-firewall", "url": "https://github.com/behrensd/mcp-firewall", "source_host": "github", "category": "Security", "description": "Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BurtTheCoder/mcp-dnstwist", "url": "https://github.com/BurtTheCoder/mcp-dnstwist", "source_host": "github", "category": "Security", "description": "MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BurtTheCoder/mcp-maigret", "url": "https://github.com/BurtTheCoder/mcp-maigret", "source_host": "github", "category": "Security", "description": "MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BurtTheCoder/mcp-shodan", "url": "https://github.com/BurtTheCoder/mcp-shodan", "source_host": "github", "category": "Security", "description": "MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BurtTheCoder/mcp-virustotal", "url": "https://github.com/BurtTheCoder/mcp-virustotal", "source_host": "github", "category": "Security", "description": "MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bx33661/Wireshark-MCP", "url": "https://github.com/bx33661/Wireshark-MCP", "source_host": "github", "category": "Security", "description": "Wireshark network packet analysis MCP Server with capture, protocol stats, field extraction, and security analysis capabilities.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bx33661/Wireshark-MCP", "npm_install": "" }, { "name": "Chimera-Protocol/csl-core", "url": "https://github.com/Chimera-Protocol/csl-core", "source_host": "github", "category": "Security", "description": "Deterministic AI safety policy engine with Z3 formal verification. Write, verify, and enforce machine-verifiable constraints for AI agents via MCP.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "chrbailey/promptspeak-mcp-server", "url": "https://github.com/chrbailey/promptspeak-mcp-server", "source_host": "github", "category": "Security", "description": "Pre-execution governance for AI agents. Intercepts and validates every agent tool call through an 8-stage pipeline before execution — risk classification, behavioral drift detection, hold queue for dangerous operations, and complete audit trail. 45 tools, 658 tests.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "chrbailey/promptspeak-mcp-server", "npm_install": "" }, { "name": "co-browser/attestable-mcp-server", "url": "https://github.com/co-browser/attestable-mcp-server", "source_host": "github", "category": "Security", "description": "An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "creatorrmode-lead/avp-sdk", "url": "https://github.com/creatorrmode-lead/avp-sdk", "source_host": "github", "category": "Security", "description": "Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestations, disputes, sybil detection, IPFS audit anchoring.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "creatorrmode-lead/avp-sdk", "npm_install": "" }, { "name": "cuttalo/depscope", "url": "https://github.com/cuttalo/depscope", "source_host": "github", "category": "Security", "description": "Package Intelligence for AI agents. 22 tools across 17 ecosystems (npm/pypi/cargo/go/maven/nuget/rubygems/composer/pub/hex/swift/cocoapods/cpan/hackage/cran/conda/homebrew) — check health, vulnerabilities (OSV + CISA KEV + EPSS), typosquats, malicious flags, alternatives, known bugs, breaking changes, stack compatibility and error-to-fix. 31k+ packages, 2.2k+ CVEs enriched. Zero auth, MIT. Remote URL https://mcp.depscope.dev/mcp or stdio `npx depscope-mcp`.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "cuttalo/depscope", "npm_install": "npx depscope-mcp" }, { "name": "cyntrisec/cyntrisec-cli", "url": "https://github.com/cyntrisec/cyntrisec-cli", "source_host": "github", "category": "Security", "description": "Local-first AWS security analyzer that discovers attack paths and generates remediations using graph theory.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dkvdm/onepassword-mcp-server", "url": "https://github.com/dkvdm/onepassword-mcp-server", "source_host": "github", "category": "Security", "description": "An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "duriantaco/skylos", "url": "https://github.com/duriantaco/skylos", "source_host": "github", "category": "Security", "description": "Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@duriantaco/mcp-skylos", "npm_install": "" }, { "name": "Erodenn/fetch-guard", "url": "https://github.com/Erodenn/fetch-guard", "source_host": "github", "category": "Security", "description": "URL fetcher and HTML-to-markdown converter with three-layer prompt injection defense: pre-extraction sanitization of hidden/off-screen elements and non-printing Unicode, 15-pattern risk scanning (HIGH/MEDIUM/OK), and per-request session-salt content boundary wrapping.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@Erodenn/fetch-guard", "npm_install": "" }, { "name": "firstorderai/authenticator_mcp", "url": "https://github.com/firstorderai/authenticator_mcp", "source_host": "github", "category": "Security", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "forest6511/secretctl", "url": "https://github.com/forest6511/secretctl", "source_host": "github", "category": "Security", "description": "AI agents never see plaintext secrets. Features output sanitization, AES-256-GCM encryption, and Argon2id key derivation.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fosdickio/binary_ninja_mcp", "url": "https://github.com/fosdickio/binary_ninja_mcp", "source_host": "github", "category": "Security", "description": "A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fr0gger/MCP_Security", "url": "https://github.com/fr0gger/MCP_Security", "source_host": "github", "category": "Security", "description": "MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Gaffx/volatility-mcp", "url": "https://github.com/Gaffx/volatility-mcp", "source_host": "github", "category": "Security", "description": "MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gbrigandi/mcp-server-cortex", "url": "https://github.com/gbrigandi/mcp-server-cortex", "source_host": "github", "category": "Security", "description": "A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gbrigandi/mcp-server-thehive", "url": "https://github.com/gbrigandi/mcp-server-thehive", "source_host": "github", "category": "Security", "description": "A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gbrigandi/mcp-server-wazuh", "url": "https://github.com/gbrigandi/mcp-server-wazuh", "source_host": "github", "category": "Security", "description": "A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gebalamariusz/cloud-audit", "url": "https://github.com/gebalamariusz/cloud-audit", "source_host": "github", "category": "Security", "description": "Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules. First free standalone AWS security MCP server.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gebalamariusz/cloud-audit", "npm_install": "" }, { "name": "getaegis/aegis", "url": "https://github.com/getaegis/aegis", "source_host": "github", "category": "Security", "description": "Credential isolation proxy for AI agents. Injects secrets at the network boundary with domain restrictions, agent authentication, and audit logging. No SDK required — works as a transparent HTTP proxy or MCP server.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "getaegis/aegis", "npm_install": "" }, { "name": "girste/mcp-cybersec-watchdog", "url": "https://github.com/girste/mcp-cybersec-watchdog", "source_host": "github", "category": "Security", "description": "Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "goklab/guardvibe", "url": "https://github.com/goklab/guardvibe", "source_host": "github", "category": "Security", "description": "Security MCP for vibe coding with 330 rules and 29 tools. Purpose-built for AI-generated code — scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL, and 25+ modules. Cross-file taint analysis, host security audit, auto-fix, SARIF export, pre-commit hook, and CVE version detection. Zero config, runs locally.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "goldmembrane/cleaner-code", "url": "https://github.com/goldmembrane/cleaner-code", "source_host": "github", "category": "Security", "description": "AI code security scanner MCP server. Detects 9 categories of threats in AI-generated code (invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, dependency typosquatting, obfuscation) using static analysis plus CodeBERT deep learning. Runs locally, free tier.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "goldmembrane/cleaner-code", "npm_install": "" }, { "name": "gridinsoft/mcp-inspector", "url": "https://github.com/gridinsoft/mcp-inspector", "source_host": "github", "category": "Security", "description": "MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "GUCCI-atlasv/skillssafe-mcp", "url": "https://github.com/GUCCI-atlasv/skillssafe-mcp", "source_host": "github", "category": "Security", "description": "Free AI agent skill security scanner. Scan SKILL.md, MCP configs, and system prompts for credential theft, prompt injection, zero-width character attacks, and ClawHavoc indicators. Supports OpenClaw, Claude Code, Cursor, and Codex. No signup required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dneiil7zph", "npm_install": "" }, { "name": "HaroldFinchIFT/vuln-nist-mcp-server", "url": "https://github.com/HaroldFinchIFT/vuln-nist-mcp-server", "source_host": "github", "category": "Security", "description": "A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hieutran/entraid-mcp-server", "url": "https://github.com/hieuttmmo/entraid-mcp-server", "source_host": "github", "category": "Security", "description": "A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "I4cTime/quantum_ring", "url": "https://github.com/I4cTime/quantum_ring", "source_host": "github", "category": "Security", "description": "Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "I4cTime/quantum_ring", "npm_install": "" }, { "name": "iamredmh/volta-mcp-server", "url": "https://github.com/iamredmh/volta-mcp-server", "source_host": "github", "category": "Security", "description": "Burn-after-read encrypted notes for AI agents. Create and read self-destructing notes via Volta Notes with AES-256-GCM E2E encryption — the decryption key never leaves the URL fragment. Secure credential handoff between users and agents without secrets appearing in chat history.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "iamredmh/volta-mcp-server", "npm_install": "" }, { "name": "icoretech/warden-mcp", "url": "https://github.com/icoretech/warden-mcp", "source_host": "github", "category": "Security", "description": "MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit, and organize logins, notes, cards, identities, SSH keys, folders, collections, attachments, and Sends via the official `bw` CLI.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "icoretech/warden-mcp", "npm_install": "" }, { "name": "imran-siddique/agentos-mcp-server", "url": "https://github.com/imran-siddique/agent-os/tree/master/extensions/mcp-server", "source_host": "github", "category": "Security", "description": "Agent OS MCP server for AI agent governance with policy enforcement, code safety verification, multi-model hallucination detection, and immutable audit trails.", "languages": [], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@imran-siddique/agentos-mcp-server", "npm_install": "" }, { "name": "inkog-io/inkog-mcp", "url": "https://github.com/inkog-io/inkog-mcp", "source_host": "github", "category": "Security", "description": "AI agent security scanner. Audits MCP servers for vulnerabilities, detects prompt injection, infinite loops, token bombing, and missing human oversight across 20+ frameworks. Maps findings to EU AI Act, OWASP LLM Top 10.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "inkog-io/inkog", "npm_install": "" }, { "name": "intruder-io/intruder-mcp", "url": "https://github.com/intruder-io/intruder-mcp", "source_host": "github", "category": "Security", "description": "MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "itsalissonsilva/ModelSafetyMCP", "url": "https://github.com/itsalissonsilva/ModelSafetyMCP", "source_host": "github", "category": "Security", "description": "MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "itsalissonsilva/ModelSafetyMCP", "npm_install": "" }, { "name": "jagmarques/asqav-mcp", "url": "https://github.com/jagmarques/asqav-mcp", "source_host": "github", "category": "Security", "description": "AI agent governance MCP server with policy enforcement, quantum-safe audit trails (ML-DSA), multi-party authorization, and compliance reporting. Check policies, sign actions, and verify signatures through MCP tools.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jagmarques/asqav-mcp", "npm_install": "" }, { "name": "jaspertvdm/mcp-server-inject-bender", "url": "https://github.com/jaspertvdm/mcp-server-inject-bender", "source_host": "github", "category": "Security", "description": "Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jimmyracheta/AI-Runtime-Guard", "url": "https://github.com/runtimeguard/runtime-guard", "source_host": "github", "category": "Security", "description": "prevents accidental damage to your systems, unauthorized agent access and automates backup-before-write for any touched files.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "runtimeguard/runtime-guard", "npm_install": "" }, { "name": "jnMetaCode/shellward", "url": "https://github.com/jnMetaCode/shellward", "source_host": "github", "category": "Security", "description": "AI Agent Security Middleware & MCP Server with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. 7 MCP tools, zero dependencies.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jnMetaCode/shellward", "npm_install": "" }, { "name": "joergmichno/clawguard-mcp", "url": "https://github.com/joergmichno/clawguard-mcp", "source_host": "github", "category": "Security", "description": "Security scanner for AI agents that detects prompt injections using 42+ regex patterns", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "joergmichno/clawguard-mcp", "npm_install": "" }, { "name": "JoeyBrar/agentseal-mcp", "url": "https://github.com/JoeyBrar/agentseal-mcp", "source_host": "github", "category": "Security", "description": "Action logs for AI agents. Records every agent action in a SHA-256 hash chain, making an audit trail. Install via `npx agentseal-mcp`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "JoeyBrar/agentseal-mcp", "npm_install": "npx agentseal-mcp" }, { "name": "jstibal/openterms-mcp", "url": "https://github.com/jstibal/openterms-mcp", "source_host": "github", "category": "Security", "description": "Ed25519-signed consent receipts and programmable policy engine for AI agents. Spending caps, action whitelists, escalation thresholds, and JWKS-backed provider verification. Independently verifiable.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jstibal/openterms-mcp", "npm_install": "" }, { "name": "jtang613/GhidrAssistMCP", "url": "https://github.com/jtang613/GhidrAssistMCP", "source_host": "github", "category": "Security", "description": "A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "juanisidoro/securecode-mcp", "url": "https://github.com/juanisidoro/securecode-mcp", "source_host": "github", "category": "Security", "description": "Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 encryption. Secrets are injected to local files so the AI never sees raw values. Includes session lock, device approval, and per-model access policies.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "juanisidoro/securecode-mcp", "npm_install": "" }, { "name": "jyjune/mcp_vms", "url": "https://github.com/jyjune/mcp_vms", "source_host": "github", "category": "Security", "description": "A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kastelldev/kastell", "url": "https://github.com/kastelldev/kastell", "source_host": "github", "category": "Security", "description": "Server security auditing and hardening toolkit. 413 security checks across 29 categories (SSH, Firewall, Docker, TLS, HTTP Headers), CIS/PCI-DSS/HIPAA compliance mapping, 19-step production hardening, fleet management, and forensic evidence collection. Supports Hetzner, DigitalOcean, Vultr, and Linode. 13 MCP tools.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "kastelldev/kastell", "npm_install": "" }, { "name": "knowledgepa3/gia-mcp-server", "url": "https://github.com/knowledgepa3/gia-mcp-server", "source_host": "github", "category": "Security", "description": "Enterprise AI governance layer with 29 tools: MAI decision classification (Mandatory/Advisory/Informational), hash-chained forensic audit trails, human-in-the-loop gates, compliance mapping (NIST AI RMF, EU AI Act, ISO 42001), governed memory packs, and site reliability tools.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KOVY/agentforge-trust-mcp", "url": "https://github.com/KOVY/agentforge-trust-mcp", "source_host": "github", "category": "Security", "description": "Query the AgentForge Trust Score (0-100 across five dimensions: security, code health, behavioral audit, community trust, EU compliance) for any MCP server before connecting. Exposes `check_trust`, `evaluate_policy`, `list_trusted`, and `recommend` tools. 3,600+ servers audited, free public API.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "KOVY/agentforge-trust-mcp", "npm_install": "" }, { "name": "Kzino/vorim-mcp-server", "url": "https://github.com/Kzino/vorim-mcp-server", "source_host": "github", "category": "Security", "description": "AI agent identity, trust, and audit trail infrastructure. 17 MCP tools: register agents with Ed25519 keypairs, check permissions (sub-5ms), emit tamper-evident audit events, verify trust scores (0-100), delegate credentials, and manage ephemeral agents. IETF Internet-Draft filed (draft-vorim-vaip-00). Works with LangChain, OpenAI, CrewAI, Stripe ACP, and 4 more frameworks. `npx @vorim/mcp-server`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Kzino/vorim-mcp-server", "npm_install": "npx @vorim/mcp-server" }, { "name": "LaurieWired/GhidraMCP", "url": "https://github.com/LaurieWired/GhidraMCP", "source_host": "github", "category": "Security", "description": "A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "layervai/qurl-mcp", "url": "https://github.com/layervai/qurl-mcp", "source_host": "github", "category": "Security", "description": "Mint, resolve, audit, and rotate expiring scope-limited access links (qURLs) for AI agents — secure URL gateway for the qURL API. 9 tools (create / resolve / list / get / delete / extend / update / mint-link / batch-create), 3 resources, 3 guided prompts. stdio transport, OIDC-attested npm provenance.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "layervai/qurl-mcp", "npm_install": "" }, { "name": "loglux/authmcp-gateway", "url": "https://github.com/loglux/authmcp-gateway", "source_host": "github", "category": "Security", "description": "Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-server aggregation, and monitoring dashboard.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mariocandela/beelzebub", "url": "https://github.com/mariocandela/beelzebub", "source_host": "github", "category": "Security", "description": "Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MARUCIE/authbox", "url": "https://github.com/MARUCIE/authbox", "source_host": "github", "category": "Security", "description": "Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access (scope, rate limits, time windows, step-up approval), 70+ API key providers, and hash-chain audit trail. Go + Next.js + TypeScript.", "languages": [ "typescript", "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "MARUCIE/authbox", "npm_install": "" }, { "name": "mobb-dev/mobb-vibe-shield-mcp", "url": "https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server", "source_host": "github", "category": "Security", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MoltyCel/moltrust-mcp-server", "url": "https://github.com/MoltyCel/moltrust-mcp-server", "source_host": "github", "category": "Security", "description": "Trust infrastructure for AI agents — register DIDs, verify identities, query reputation scores, rate agents, manage W3C Verifiable Credentials, and handle USDC credit deposits on Base.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@MoltyCel/moltrust-mcp-server", "npm_install": "" }, { "name": "mopanc/depguard", "url": "https://github.com/mopanc/depguard", "source_host": "github", "category": "Security", "description": "Pre-install guardian for npm packages with static code analysis, supply-chain attack detection, vulnerability audit (npm + GitHub Advisory Database), AI hallucination guard, and CycloneDX 1.6 SBOM generation with VEX. 12 MCP tools. Zero runtime dependencies — the SBOM serializer is implemented natively against the public CycloneDX schema.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "mopanc/depguard", "npm_install": "" }, { "name": "mrexodia/ida-pro-mcp", "url": "https://github.com/mrexodia/ida-pro-mcp", "source_host": "github", "category": "Security", "description": "MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "msaad00/agent-bom", "url": "https://github.com/msaad00/agent-bom", "source_host": "github", "category": "Security", "description": "AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clients, scans dependencies for CVEs (OSV/NVD/EPSS/CISA KEV), maps blast radius from vulnerabilities to exposed credentials and tools, runs CIS benchmarks, generates CycloneDX/SPDX SBOMs, and enforces compliance across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@msaad00/agent-bom", "npm_install": "" }, { "name": "muhannad-hash/mcp-shield", "url": "https://github.com/muhannad-hash/mcp-shield", "source_host": "github", "category": "Security", "description": "Security scanner for MCP servers. Detects backdoors, exfiltration code, obfuscation, dangerous code execution, prompt injection, and supply chain risks before you install. Four tools: scan npm packages, scan local directories, check prompt injection, and audit supply chain trust score. `npx @muhannad-hash/mcp-shield`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "muhannad-hash/mcp-shield", "npm_install": "npx @muhannad-hash/mcp-shield" }, { "name": "ndl-systems/kevros-mcp", "url": "https://github.com/ndl-systems/kevros-mcp", "source_host": "github", "category": "Security", "description": "Governance primitives for autonomous agents — verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier: 100 calls/month.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@ndl-systems/kevros-mcp", "npm_install": "" }, { "name": "nickpending/mcp-recon", "url": "https://github.com/nickpending/mcp-recon", "source_host": "github", "category": "Security", "description": "Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "operantlabs/operant-mcp", "url": "https://github.com/operantlabs/operant-mcp", "source_host": "github", "category": "Security", "description": "Security testing MCP server with 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "operantlabs/operant-mcp", "npm_install": "" }, { "name": "panther-labs/mcp-panther", "url": "https://github.com/panther-labs/mcp-panther", "source_host": "github", "category": "Security", "description": "MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Pentagonal-ai/pentagonal", "url": "https://github.com/Pentagonal-ai/pentagonal", "source_host": "github", "category": "Security", "description": "AI-powered smart contract security forge with 8-agent adversarial pen test. Generate, audit, fix, and compile contracts across 8 chains (Ethereum, Solana, Polygon, Base, Arbitrum, Optimism, BSC, Avalanche). Token intelligence with honeypot detection. x402 USDC payments for autonomous agents.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Pentagonal-ai/pentagonal", "npm_install": "" }, { "name": "pullkitsan/mobsf-mcp-server", "url": "https://github.com/pullkitsan/mobsf-mcp-server", "source_host": "github", "category": "Security", "description": "A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "qianniuspace/mcp-security-audit", "url": "https://github.com/qianniuspace/mcp-security-audit", "source_host": "github", "category": "Security", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rad-security/mcp-server", "url": "https://github.com/rad-security/mcp-server", "source_host": "github", "category": "Security", "description": "MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "radareorg/r2mcp", "url": "https://github.com/radareorg/radare2-mcp", "source_host": "github", "category": "Security", "description": "MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.", "languages": [ "c_cpp" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "rafapra3008/cervellaswarm", "url": "https://github.com/rafapra3008/cervellaswarm/tree/main/packages/mcp-server", "source_host": "github", "category": "Security", "description": "Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "rafapra3008/cervellaswarm", "npm_install": "" }, { "name": "roadwy/cve-search_mcp", "url": "https://github.com/roadwy/cve-search_mcp", "source_host": "github", "category": "Security", "description": "A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "safedep/vet", "url": "https://github.com/safedep/vet/blob/main/docs/mcp.md", "source_host": "github", "category": "Security", "description": "vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "samvas-codes/dawshund_mcp", "url": "https://github.com/samvas-codes/dawshund_mcp", "source_host": "github", "category": "Security", "description": "An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk.", "languages": [], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sanyambassi/ciphertrust-manager-mcp-server", "url": "https://github.com/sanyambassi/ciphertrust-manager-mcp-server", "source_host": "github", "category": "Security", "description": "MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sanyambassi/thales-cdsp-cakm-mcp-server", "url": "https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server", "source_host": "github", "category": "Security", "description": "MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "sanyambassi/thales-cdsp-crdp-mcp-server", "url": "https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server", "source_host": "github", "category": "Security", "description": "MCP server for Thales CipherTrust Manager RestFul Data Protection service.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "scamverifyai/scamverify-mcp", "url": "https://github.com/scamverifyai/scamverify-mcp", "source_host": "github", "category": "Security", "description": "AI-powered scam and threat verification MCP server. Check phone numbers, URLs, text messages, emails, documents, and QR codes against 8M+ threat intelligence records (FTC/FCC complaints, carrier analysis, URLhaus, ThreatFox). Returns risk scores, verdicts, and detailed signals. 10 tools, OAuth 2.1 + API key auth, Streamable HTTP transport.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "scamverifyai/scamverify-mcp", "npm_install": "" }, { "name": "ScopeBlind/verify-mcp", "url": "https://github.com/ScopeBlind/verify-mcp", "source_host": "github", "category": "Security", "description": "Offline verification of signed artifacts -- receipts, manifests, audit bundles. Ed25519 + JCS. No accounts, no API calls. Apache-2.0.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ScopeBlind/verify-mcp", "npm_install": "" }, { "name": "securityfortech/secops-mcp", "url": "https://github.com/securityfortech/secops-mcp", "source_host": "github", "category": "Security", "description": "All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "semgrep/mcp", "url": "https://github.com/semgrep/mcp", "source_host": "github", "category": "Security", "description": "", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shyshlakov/pci-dss-mcp", "url": "https://github.com/shyshlakov/pci-dss-mcp", "source_host": "github", "category": "Security", "description": "each finding mapped to the exact PCI requirement. AI-assisted triage via triage_findings. Keyless-signed multi-arch Docker image on ghcr.io.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "shyshlakov/pci-dss-mcp", "npm_install": "" }, { "name": "sidclawhq/platform", "url": "https://github.com/sidclawhq/platform", "source_host": "github", "category": "Security", "description": "Governance proxy for MCP servers. Wraps any upstream server with policy evaluation, human approval workflows, and hash-chain audit trails. 18+ framework integrations. Apache 2.0 SDK.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sidclawhq/platform", "npm_install": "" }, { "name": "sint-ai/sint-protocol", "url": "https://github.com/sint-ai/sint-protocol", "source_host": "github", "category": "Security", "description": "Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 approval tiers, fail-closed execution, and tamper-evident audit receipts. Includes a separate `sint-scan` CLI for preflight MCP tool-risk audits.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sint-ai/sint-protocol", "npm_install": "" }, { "name": "slouchd/cyberchef-api-mcp-server", "url": "https://github.com/slouchd/cyberchef-api-mcp-server", "source_host": "github", "category": "Security", "description": "MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "snyk/studio-mcp", "url": "https://github.com/snyk/studio-mcp", "source_host": "github", "category": "Security", "description": "Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "StacklokLabs/osv-mcp", "url": "https://github.com/StacklokLabs/osv-mcp", "source_host": "github", "category": "Security", "description": "Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "takleb3rry/zitadel-mcp", "url": "https://github.com/takleb3rry/zitadel-mcp", "source_host": "github", "category": "Security", "description": "MCP server for Zitadel identity management — manage users, projects, OIDC apps, roles, and service accounts through natural language.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "taniwhaai/arai", "url": "https://github.com/taniwhaai/arai", "source_host": "github", "category": "Security", "description": "Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (`never`, `forbids`, `must_not`) emit `permissionDecision: deny` to block tool calls in Claude Code; advisory rules inject context. PostToolUse is correlated with PreToolUse to produce per-rule obeyed/ignored compliance verdicts in a local JSONL audit log. MCP tools — `arai_add_guard` (register rules mid-session), `arai_list_guards`, `arai_recent_decisions` — work in any MCP client (Claude Desktop, Cursor, Windsurf, Cline). No network on the hook hot path; opt-out anonymous telemetry.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "taniwhaai/arai", "npm_install": "" }, { "name": "Thezenmonster/agentscore-mcp-server", "url": "https://github.com/Thezenmonster/agentscore-mcp-server", "source_host": "github", "category": "Security", "description": "MCP security trust layer. Continuously monitors 800+ MCP packages on npm for install scripts, command injection, hardcoded secrets, capability drift, and publisher posture. Ships a GitHub Action policy gate for PR-level allow/warn/block decisions with OIDC auto-provisioning. 5 MCP tools, no API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Thezenmonster/agentscore-mcp-server", "npm_install": "" }, { "name": "toan203/osv-ui", "url": "https://github.com/toan203/osv-ui", "source_host": "github", "category": "Security", "description": "Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Cursor, opens a browser UI for human review (human-in-the-loop), applies fixes with explicit confirmation. Powered by OSV.dev.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "toan203/osv-ui", "npm_install": "" }, { "name": "tomjwxf/scopeblind-gateway", "url": "https://github.com/tomjwxf/scopeblind-gateway", "source_host": "github", "category": "Security", "description": "", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tomjwxf/scopeblind-gateway", "npm_install": "" }, { "name": "tponscr-debug/oracle-h-mcp", "url": "https://github.com/tponscr-debug/oracle-h-mcp", "source_host": "github", "category": "Security", "description": "Mandatory human approval gate for autonomous AI agents. Intercepts critical, irreversible, or financially significant actions and routes them to a human via Telegram for real-time approve/reject. Raises workflow success probability from 81.5% to 99.6%.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "tponscr-debug/mcp-oracle-h", "npm_install": "" }, { "name": "UPinar/contrastapi", "url": "https://github.com/UPinar/contrastapi", "source_host": "github", "category": "Security", "description": "Security intelligence API with 31 MCP tools for CVE/EPSS/KEV lookup, domain recon (DNS/WHOIS/SSL/subdomains/CT logs), IOC/threat intel, OSINT (email/phone/username), and code security scanning (secrets, injection). Free 100 req/hr.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "UPinar/contrastapi", "npm_install": "" }, { "name": "urldna/mcp", "url": "https://github.com/urldna/mcp", "source_host": "github", "category": "Security", "description": "MCP server for automated URL scanning and forensic phishing triage. Captures full DOM snapshots, network requests, and visual screenshots to identify malicious redirects and infrastructure. Supports historical threat hunting using Custom Query Language (CQL) to map actor patterns across millions of recorded scans.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "urldna/mcp", "npm_install": "" }, { "name": "vaulted-fyi/vaulted-mcp-server", "url": "https://github.com/vaulted-fyi/vaulted-mcp-server", "source_host": "github", "category": "Security", "description": "Share encrypted, self-destructing secrets from your AI agent. Zero-knowledge E2E encryption. Agent-blind input sources (env:, file:, dotenv:) keep secrets out of LLM context.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "vaulted-fyi/vaulted-mcp-server", "npm_install": "" }, { "name": "velvetway/minreestr-mcp", "url": "https://github.com/velvetway/minreestr-mcp", "source_host": "github", "category": "Security", "description": "Search каталогпо.рф (Russian software registry, 26k+ products) for import-substitution and ФСТЭК/ФСБ-certified software discovery. Three tools: full-text search, manufacturer listing, featured products. Ideal for Russian security/compliance teams (152-ФЗ, 187-ФЗ) using Claude.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "velvetway/minreestr-mcp", "npm_install": "" }, { "name": "vespo92/OPNSenseMCP", "url": "https://github.com/vespo92/OPNSenseMCP", "source_host": "github", "category": "Security", "description": "MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vinaybhosle/agentstamp", "url": "https://github.com/vinaybhosle/agentstamp", "source_host": "github", "category": "Security", "description": "Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), registry, forensic audit trails, and A2A passports via x402 micropayments.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vinaybhosle/agentstamp", "npm_install": "" }, { "name": "wei9072/aegis", "url": "https://github.com/wei9072/aegis", "source_host": "github", "category": "Security", "description": "AI-agent admission-control MCP server: validates file edits against Ring 0 syntax + Ring 0.5 structural-cost regression + workspace boundary (path / glob / shell-redirect / symlink). Negative-space framing — emits BLOCK / WARN / PASS verdicts, never coaches the agent.", "languages": [ "rust" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "wei9072/aegis", "npm_install": "" }, { "name": "zboralski/ida-headless-mcp", "url": "https://github.com/zboralski/ida-headless-mcp", "source_host": "github", "category": "Security", "description": "Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering.", "languages": [ "python", "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zinja-coder/apktool-mcp-server", "url": "https://github.com/zinja-coder/apktool-mcp-server", "source_host": "github", "category": "Security", "description": "APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zinja-coder/jadx-ai-mcp", "url": "https://github.com/zinja-coder/jadx-ai-mcp", "source_host": "github", "category": "Security", "description": "JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.", "languages": [ "java" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zkproofport/proofport-ai", "url": "https://github.com/zkproofport/proofport-ai", "source_host": "github", "category": "Security", "description": "Zero-knowledge proof generation MCP server for AI agents. Lets agents prove identity claims (Coinbase KYC, Country, Google OIDC, Google Workspace, Microsoft 365) without revealing personal information. Server-side proving in AWS Nitro Enclave TEE, paid via x402 USDC on Base. Built on Noir circuits (Aztec) and ERC-8004 agent identity. Reference application [OpenStoa](https://github.com/zkproofport/openstoa) won 1st place at The Synthesis Hackathon (\"Agents That Keep Secrets\" track).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "zkproofport/proofport-ai", "npm_install": "" }, { "name": "06ketan/substack-ops", "url": "https://github.com/06ketan/substack-ops", "source_host": "github", "category": "Social Media", "description": "Substack with **zero AI API keys**. 26 tools (posts, notes, comments, replies, reactions, restacks). Host LLM drafts via `propose_reply` → `confirm_reply` tokens. SQLite dedup, JSONL audit, dry-run default. Install: `uvx substack-ops mcp install cursor`.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "06ketan/substack-ops", "npm_install": "" }, { "name": "anwerj/youtube-uploader-mcp", "url": "https://github.com/anwerj/youtube-uploader-mcp", "source_host": "github", "category": "Social Media", "description": "AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "arjun1194/insta-mcp", "url": "https://github.com/arjun1194/insta-mcp", "source_host": "github", "category": "Social Media", "description": "Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "BelleKou/mcp-viral-transformer", "url": "https://github.com/BelleKou/mcp-viral-transformer", "source_host": "github", "category": "Social Media", "description": "Turn URLs into viral posts via \"remake\" command.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "BelleKou/mcp-viral-transformer", "npm_install": "" }, { "name": "bulatko/vk-mcp-server", "url": "https://github.com/bulatko/vk-mcp-server", "source_host": "github", "category": "Social Media", "description": "MCP server for VK (VKontakte) social network API. Access users, walls, groups, friends, newsfeed, photos, and community stats.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "bulatko/vk-mcp-server", "npm_install": "" }, { "name": "checkra1neth/xbird", "url": "https://github.com/checkra1neth/xbird-skill", "source_host": "github", "category": "Social Media", "description": "Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "conorbronsdon/substack-mcp", "url": "https://github.com/conorbronsdon/substack-mcp", "source_host": "github", "category": "Social Media", "description": "MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "conorbronsdon/substack-mcp", "npm_install": "" }, { "name": "gwbischof/bluesky-social-mcp", "url": "https://github.com/gwbischof/bluesky-social-mcp", "source_host": "github", "category": "Social Media", "description": "An MCP server for interacting with Bluesky via the atproto client.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "HagaiHen/facebook-mcp-server", "url": "https://github.com/HagaiHen/facebook-mcp-server", "source_host": "github", "category": "Social Media", "description": "Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "hiroata/meltbook-mcp-server", "url": "https://github.com/hiroata/meltbook", "source_host": "github", "category": "Social Media", "description": "MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting, voting, and monitoring.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jj-cheng25/weixin-articles-mcp", "url": "https://github.com/jj-cheng25/weixin-articles-mcp", "source_host": "github", "category": "Social Media", "description": "Read WeChat (微信) Official Account articles with native multimodal output — body, images, and video keyframes as MCP content blocks. Handles all three embed types: Tencent Video (yt-dlp keyframes), WeChat-native (mp4 keyframes), Channels/视频号 (metadata + cover via public API).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jj-cheng25/weixin-articles-mcp", "npm_install": "" }, { "name": "jorgenclaw/nostr-mcp-server", "url": "https://github.com/jorgenclaw/nostr-mcp-server", "source_host": "github", "category": "Social Media", "description": "Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign and publish Nostr events — no API keys, just Lightning. Live at https://mcp.jorgenclaw.ai/sse. Tools: nostr_sign_event (2 sats), nostr_publish_event (3 sats).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "jorgenclaw/nostr-mcp-server", "npm_install": "" }, { "name": "karanb192/reddit-mcp-buddy", "url": "https://github.com/karanb192/reddit-mcp-buddy", "source_host": "github", "category": "Social Media", "description": "Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "king-of-the-grackles/reddit-research-mcp", "url": "https://github.com/king-of-the-grackles/reddit-research-mcp", "source_host": "github", "category": "Social Media", "description": "AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and manage research feeds. No Reddit API credentials needed.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kunallunia/twitter-mcp", "url": "https://github.com/LuniaKunal/mcp-twitter", "source_host": "github", "category": "Social Media", "description": "all through a streamlined API.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "macrocosm-os/macrocosmos-mcp", "url": "https://github.com/macrocosm-os/macrocosmos-mcp", "source_host": "github", "category": "Social Media", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarceauSolutions/fitness-influencer-mcp", "url": "https://github.com/MarceauSolutions/fitness-influencer-mcp", "source_host": "github", "category": "Social Media", "description": "video editing with jump cuts, revenue analytics, and branded content creation", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mikusnuz/meta-mcp", "url": "https://github.com/mikusnuz/meta-mcp", "source_host": "github", "category": "Social Media", "description": "Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta platform — 57 tools for publishing, comments, insights, hashtags, DMs, and token management.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mikusnuz/meta-mcp", "npm_install": "" }, { "name": "mobileshop9991-star/clipwise-mcp", "url": "https://github.com/mobileshop9991-star/clipwise-mcp", "source_host": "github", "category": "Social Media", "description": "AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels). Three tools — viral TikTok trend search across 20+ countries, service info, and use-case scenarios for video analysis, competitor research, and content strategy. Install: `npx -y clipwise-mcp-server`. Free plan at tryclipwise.com.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@mobileshop9991-star/clipwise-mcp", "npm_install": "npx -y clipwise-mcp-server" }, { "name": "peturgeorgievv-factory/postfast-mcp", "url": "https://github.com/peturgeorgievv-factory/postfast-mcp", "source_host": "github", "category": "Social Media", "description": "Schedule and manage social media posts across 10 platforms (Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Threads, Pinterest, Bluesky, Telegram) from any MCP-compatible AI assistant.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "peturgeorgievv-factory/postfast-mcp", "npm_install": "" }, { "name": "scrape-badger/scrapebadger-mcp", "url": "https://github.com/scrape-badger/scrapebadger-mcp", "source_host": "github", "category": "Social Media", "description": "Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "signal-found/sf-mcp", "url": "https://github.com/signal-found/sf-mcp", "source_host": "github", "category": "Social Media", "description": "Connect AI agents to Signal Found's proprietary Reddit outreach network. Find prospects posting about problems your product solves, send personalized DMs at scale via your own Reddit account or a managed bot network of hundreds of accounts, and manage a full outreach CRM — all without leaving your AI client.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "signal-found/sf-mcp", "npm_install": "" }, { "name": "sinanefeozler/reddit-summarizer-mcp", "url": "https://github.com/sinanefeozler/reddit-summarizer-mcp", "source_host": "github", "category": "Social Media", "description": "MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "timkulbaev/mcp-linkedin", "url": "https://github.com/timkulbaev/mcp-linkedin", "source_host": "github", "category": "Social Media", "description": "LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by default, SKILL.md included, CLI-first design for AI automation workflows.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "timkulbaev/mcp-linkedin", "npm_install": "" }, { "name": "Vovala14/vynly-mcp", "url": "https://github.com/Vovala14/vynly-mcp", "source_host": "github", "category": "Social Media", "description": "Post AI-generated images to [Vynly](https://vynly.co), an AI-only social feed built for agents. Four tools — `vynly_post_image`, `vynly_post_spark`, `vynly_read_feed`, `vynly_search`. Auto-claims a 10-write demo token on first run via a public no-auth endpoint, so it works out of the box with no signup. Provenance-aware (C2PA / SynthID / XMP).", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Vovala14/vynly-mcp", "npm_install": "" }, { "name": "Xquik-dev/x-twitter-scraper", "url": "https://github.com/Xquik-dev/x-twitter-scraper", "source_host": "github", "category": "Social Media", "description": "Remote X (Twitter) MCP server with 121 endpoints via 2 tools. Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, and monitor accounts. StreamableHTTP at xquik.com/mcp with API key auth.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Xquik-dev/x-twitter-scraper", "npm_install": "" }, { "name": "Backspace-me/sportscore-mcp", "url": "https://github.com/Backspace-me/sportscore-mcp", "source_host": "github", "category": "Sports", "description": "Live scores, standings, top scorers, player stats, and knockout brackets for football, basketball, cricket, and tennis. Free public API, no key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Backspace-me/sportscore-mcp", "npm_install": "" }, { "name": "cloudbet/sports-mcp-server", "url": "https://github.com/cloudbet/sports-mcp-server", "source_host": "github", "category": "Sports", "description": "", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "csjoblom/musclesworked-mcp", "url": "https://github.com/csjoblom/musclesworked-mcp", "source_host": "github", "category": "Sports", "description": "Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises across 65 muscles and 14 muscle groups, analyze workouts for gaps, and find alternative exercises ranked by muscle overlap.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "dohyung1/x402-fpl-api", "url": "https://github.com/dohyung1/x402-fpl-api", "source_host": "github", "category": "Sports", "description": "Personalized Fantasy Premier League intelligence — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your bank balance, free transfers, and chips.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "dohyung1/x402-fpl-api", "npm_install": "" }, { "name": "googlarz/suunto-mcp", "url": "https://github.com/googlarz/suunto-mcp", "source_host": "github", "category": "Sports", "description": "MCP server for Suunto watches via the official apizone API. OAuth2 pairing, list/get workouts, time-series samples, FIT-file decoding, GPX export, plus 24/7 activity, sleep, and recovery/HRV. Resources expose today's recovery and the week's training summary as ambient context.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "googlarz/suunto-mcp", "npm_install": "" }, { "name": "guillochon/mlb-api-mcp", "url": "https://github.com/guillochon/mlb-api-mcp", "source_host": "github", "category": "Sports", "description": "MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "JamsusMaximus/trainingpeaks-mcp", "url": "https://github.com/JamsusMaximus/trainingpeaks-mcp", "source_host": "github", "category": "Sports", "description": "Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jordanlyall/wc26-mcp", "url": "https://github.com/jordanlyall/wc26-mcp", "source_host": "github", "category": "Sports", "description": "FIFA World Cup 2026 data — 18 tools covering matches, teams, venues, city guides, fan zones, visa requirements, injuries, odds, standings, and more. Zero API keys needed.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@jordanlyall/wc26-mcp", "npm_install": "" }, { "name": "khaoss85/arvo-mcp", "url": "https://github.com/khaoss85/arvo-mcp", "source_host": "github", "category": "Sports", "description": "AI workout coach MCP server for Arvo. Access training data, workout history, personal records, body progress, and 29 fitness tools through Claude Desktop.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "labeveryday/nba_mcp_server", "url": "https://github.com/labeveryday/nba_mcp_server", "source_host": "github", "category": "Sports", "description": "Access live and historical NBA statistics including player stats, game scores, team data, and advanced analytics via Model Context Protocol", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mikechao/balldontlie-mcp", "url": "https://github.com/mikechao/balldontlie-mcp", "source_host": "github", "category": "Sports", "description": "MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB", "languages": [ "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Milofax/xert-mcp", "url": "https://github.com/Milofax/xert-mcp", "source_host": "github", "category": "Sports", "description": "MCP server for XERT cycling analytics — access fitness signature (FTP, HIE, PP), training status, workouts, activities with XSS metrics, and MPA analysis.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "partymola/fitbit-mcp", "url": "https://github.com/partymola/fitbit-mcp", "source_host": "github", "category": "Sports", "description": "MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto-sync, and trend analysis. Tools for heart rate, activity, exercises, sleep, weight, SpO2, and HRV.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "partymola/fitbit-mcp", "npm_install": "" }, { "name": "r-huijts/firstcycling-mcp", "url": "https://github.com/r-huijts/firstcycling-mcp", "source_host": "github", "category": "Sports", "description": "Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "r-huijts/strava-mcp", "url": "https://github.com/r-huijts/strava-mcp", "source_host": "github", "category": "Sports", "description": "A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "RobSpectre/mvf1", "url": "https://github.com/RobSpectre/mvf1", "source_host": "github", "category": "Sports", "description": "MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "willvelida/mcp-afl-server", "url": "https://github.com/willvelida/mcp-afl-server", "source_host": "github", "category": "Sports", "description": "MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.", "languages": [], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "XWeaponX7/rundida-mcp", "url": "https://github.com/XWeaponX7/rundida-mcp", "source_host": "github", "category": "Sports", "description": "86 running calculators, 29 marathon events, pace/time/distance calculations, race time predictions (Riegel formula), and heart rate training zones (Karvonen method) for AI agents. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "XWeaponX7/rundida-mcp", "npm_install": "" }, { "name": "aikts/yandex-tracker-mcp", "url": "https://github.com/aikts/yandex-tracker-mcp", "source_host": "github", "category": "Support & Service Management", "description": "MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Berckan/bugherd-mcp", "url": "https://github.com/Berckan/bugherd-mcp", "source_host": "github", "category": "Support & Service Management", "description": "MCP server for BugHerd bug tracking. List projects, view tasks with filtering by status/priority/tags, get task details, and read comments.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "effytech/freshdesk-mcp", "url": "https://github.com/effytech/freshdesk_mcp", "source_host": "github", "category": "Support & Service Management", "description": "MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "incentivai/quickchat-ai-mcp", "url": "https://github.com/incentivai/quickchat-ai-mcp", "source_host": "github", "category": "Support & Service Management", "description": "Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "nguyenvanduocit/jira-mcp", "url": "https://github.com/nguyenvanduocit/jira-mcp", "source_host": "github", "category": "Support & Service Management", "description": "A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "raalarcon9705/jira-mcp", "url": "https://github.com/raalarcon9705/jira-mcp", "source_host": "github", "category": "Support & Service Management", "description": "Full-featured open source Jira & Confluence MCP server with 24 tools: issue CRUD, sprint lifecycle, comments, transitions, user management, and wiki pages.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "raalarcon9705/jira-mcp", "npm_install": "" }, { "name": "sooperset/mcp-atlassian", "url": "https://github.com/sooperset/mcp-atlassian", "source_host": "github", "category": "Support & Service Management", "description": "MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tom28881/mcp-jira-server", "url": "https://github.com/tom28881/mcp-jira-server", "source_host": "github", "category": "Support & Service Management", "description": "Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "daisys-ai/daisys-mcp", "url": "https://github.com/daisys-ai/daisys-mcp", "source_host": "github", "category": "Text-to-Speech", "description": "Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "fasuizu-br/brainiall-mcp-server", "url": "https://github.com/fasuizu-br/brainiall-mcp-server", "source_host": "github", "category": "Text-to-Speech", "description": "AI-powered speech tools: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "fasuizu-br/brainiall-mcp-server", "npm_install": "" }, { "name": "mbailey/voice-mcp", "url": "https://github.com/mbailey/voice-mcp", "source_host": "github", "category": "Text-to-Speech", "description": "Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mberg/kokoro-tts-mcp", "url": "https://github.com/mberg/kokoro-tts-mcp", "source_host": "github", "category": "Text-to-Speech", "description": "MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "transcribe-app/mcp-transcribe", "url": "https://github.com/transcribe-app/mcp-transcribe", "source_host": "github", "category": "Text-to-Speech", "description": "This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ybouhjira/claude-code-tts", "url": "https://github.com/ybouhjira/claude-code-tts", "source_host": "github", "category": "Text-to-Speech", "description": "MCP server plugin for Claude Code that converts text to speech using OpenAI's TTS API. Features 6 voices, worker pool architecture, mutex-protected playback, and cross-platform support.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mmntm/weblate-mcp", "url": "https://github.com/mmntm/weblate-mcp", "source_host": "github", "category": "Translation Services", "description": "Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shuji-bonji/xcomet-mcp-server", "url": "https://github.com/shuji-bonji/xcomet-mcp-server", "source_host": "github", "category": "Translation Services", "description": "Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "translated/lara-mcp", "url": "https://github.com/translated/lara-mcp", "source_host": "github", "category": "Translation Services", "description": "MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "alcylu/nightlife-mcp", "url": "https://github.com/alcylu/nightlife-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "MCP server for Tokyo nightlife event discovery, venue search, performer info, AI recommendations, and VIP table booking.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "alcylu/nightlife-mcp", "npm_install": "" }, { "name": "campertunity/mcp-server", "url": "https://github.com/campertunity/mcp-server", "source_host": "github", "category": "Travel & Transportation", "description": "Search campgrounds around the world on campertunity, check availability, and provide booking links", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "cobanov/teslamate-mcp", "url": "https://github.com/cobanov/teslamate-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Emanuele94/SimBrief-MCPServer", "url": "https://github.com/Emanuele94/SimBrief-MCPServer", "source_host": "github", "category": "Travel & Transportation", "description": "Access your SimBrief flight plans. 14 tools covering flight summary, weather (METAR/TAF/ATIS), fuel plan, weights, times, ATC flight plan, navlog, NOTAMs, alternate airport, crew and performance sensitivity analysis.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Emanuele94/SimBrief-MCPServer", "npm_install": "" }, { "name": "haomingkoo/japan-seasons-mcp", "url": "https://github.com/haomingkoo/japan-seasons-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "Live Japan seasonal travel — cherry blossom forecasts, autumn leaves, flower spots, fruit picking & festivals. 1,700+ GPS-tagged spots from Japan Meteorological Corporation. Updated daily.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "haomingkoo/japan-seasons-mcp", "npm_install": "" }, { "name": "helpful-AIs/triplyfy-mcp", "url": "https://github.com/helpful-AIs/triplyfy-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "johnanleitner1-Coder/lastminutedeals-api", "url": "https://github.com/johnanleitner1-Coder/lastminutedeals-api", "source_host": "github", "category": "Travel & Transportation", "description": "Real-time last-minute tour and activity booking. 8,000+ live slots from 29 suppliers across 16 countries via OCTO open standard. Search availability, create Stripe checkouts, and track bookings.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "johnanleitner1-Coder/lastminutedeals-api", "npm_install": "" }, { "name": "KyrieTangSheng/mcp-server-nationalparks", "url": "https://github.com/KyrieTangSheng/mcp-server-nationalparks", "source_host": "github", "category": "Travel & Transportation", "description": "National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "lodordev/mcp-teslamate-fleet", "url": "https://github.com/lodordev/mcp-teslamate-fleet", "source_host": "github", "category": "Travel & Transportation", "description": "Combined TeslaMate analytics + Fleet API commands — 29 tools for vehicle telemetry, driving history, energy analytics, and remote control (climate, charging, locks, sentry).", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "lodordev/mcp-teslamate-fleet", "npm_install": "" }, { "name": "lucygoodchild/mcp-national-rail", "url": "https://github.com/lucygoodchild/mcp-national-rail", "source_host": "github", "category": "Travel & Transportation", "description": "An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarceauSolutions/rideshare-comparison-mcp", "url": "https://github.com/MarceauSolutions/rideshare-comparison-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "Compare Uber and Lyft prices for any route in real-time with fare estimates, surge pricing info, and cheapest option recommendations", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "openbnb-org/mcp-server-airbnb", "url": "https://github.com/openbnb-org/mcp-server-airbnb", "source_host": "github", "category": "Travel & Transportation", "description": "Provides tools to search Airbnb and get listing details.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "pab1it0/tripadvisor-mcp", "url": "https://github.com/pab1it0/tripadvisor-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces", "languages": [ "python", "typescript" ], "scopes": [], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Pradumnasaraf/aviationstack-mcp", "url": "https://github.com/Pradumnasaraf/aviationstack-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "prosperkartik/hostaway-mcp", "url": "https://github.com/prosperkartik/hostaway-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "MCP server for the Hostaway property management system (vacation rentals & short-term rentals). 10 read-only tools across listings, reservations, calendar availability, guest conversations, and owner financials.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "prosperkartik/hostaway-mcp", "npm_install": "" }, { "name": "r-huijts/ns-mcp-server", "url": "https://github.com/r-huijts/ns-mcp-server", "source_host": "github", "category": "Travel & Transportation", "description": "Access Dutch Railways (NS) travel information, schedules, and real-time updates", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "shaikhspeare/wanderlog-mcp", "url": "https://github.com/shaikhspeare/wanderlog-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "MCP server for Wanderlog that lets AI clients read and edit trip itineraries through natural language, including trips, places, notes, hotels, checklists, and date updates.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "shaikhspeare/wanderlog-mcp", "npm_install": "" }, { "name": "skedgo/tripgo-mcp-server", "url": "https://github.com/skedgo/tripgo-mcp-server", "source_host": "github", "category": "Travel & Transportation", "description": "Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "SoapyRED/freightutils-mcp", "url": "https://github.com/SoapyRED/freightutils-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "17 freight calculation and reference tools — ADR dangerous goods, HS codes, LDM/CBM/chargeable weight calculators, duty estimation, airline codes, UN/LOCODE, and more. Free REST APIs + MCP server.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "SoapyRED/freightutils-mcp", "npm_install": "" }, { "name": "srinath1510/alltrails-mcp-server", "url": "https://github.com/srinath1510/alltrails-mcp-server", "source_host": "github", "category": "Travel & Transportation", "description": "A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "tickadoo/tickadoo-mcp", "url": "https://github.com/tickadoo/tickadoo-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "Discover and book theatre, shows, events, tours and experiences across 700+ cities worldwide. Real-time pricing, availability, and booking links via tickadoo.com.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "tickadoo/tickadoo-mcp", "npm_install": "" }, { "name": "vbhjckfd/timetable-api-node", "url": "https://github.com/vbhjckfd/timetable-api-node", "source_host": "github", "category": "Travel & Transportation", "description": "Real-time Lviv (Ukraine) public transport: stop arrivals, live vehicle positions, route geometry, and nearby stop discovery. No API key required.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "vbhjckfd/timetable-api-node", "npm_install": "" }, { "name": "vessel-api/vesselapi-mcp", "url": "https://github.com/vessel-api/vesselapi-mcp", "source_host": "github", "category": "Travel & Transportation", "description": "Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions, ETAs, port events, emissions, inspections, and NAVTEX safety messages.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@vessel-api/vessel-api-mcp-server", "npm_install": "" }, { "name": "adhikasp/mcp-git-ingest", "url": "https://github.com/adhikasp/mcp-git-ingest", "source_host": "github", "category": "Version Control", "description": "Read and analyze GitHub repositories with your LLM", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "costajohnt/oss-autopilot", "url": "https://github.com/costajohnt/oss-autopilot", "source_host": "github", "category": "Version Control", "description": "Open source contribution manager with PR tracking across repos, issue discovery, CI failure diagnosis, and maintainer response drafting. Available as CLI, MCP server, and Claude Code plugin.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "costajohnt/oss-autopilot", "npm_install": "" }, { "name": "ddukbg/github-enterprise-mcp", "url": "https://github.com/ddukbg/github-enterprise-mcp", "source_host": "github", "category": "Version Control", "description": "MCP server for GitHub Enterprise API integration", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gitea/gitea-mcp", "url": "https://gitea.com/gitea/gitea-mcp", "source_host": "other", "category": "Version Control", "description": "Interactive with Gitea instances with MCP.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "github/github-mcp-server", "url": "https://github.com/github/github-mcp-server", "source_host": "github", "category": "Version Control", "description": "Official GitHub server for integration with repository management, PRs, issues, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "gitopia/gitopia-mcp-server", "url": "https://github.com/gitopia/gitopia-mcp-server", "source_host": "github", "category": "Version Control", "description": "Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos, issues, PRs, labels, releases, bounties, and DAO proposals. Auto-wallet on first use, trust tiers, and approval mode for human-in-the-loop. Go binary or Docker.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "gitopia/gitopia-mcp-server", "npm_install": "" }, { "name": "JaviMaligno/mcp-server-bitbucket", "url": "https://github.com/JaviMaligno/mcp-server-bitbucket", "source_host": "github", "category": "Version Control", "description": "Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "jmrplens/gitlab-mcp-server", "url": "https://github.com/jmrplens/gitlab-mcp-server", "source_host": "github", "category": "Version Control", "description": "Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "jmrplens/gitlab-mcp-server", "npm_install": "" }, { "name": "kaiyuanxiaobing/atomgit-mcp-server", "url": "https://github.com/kaiyuanxiaobing/atomgit-mcp-server", "source_host": "github", "category": "Version Control", "description": "Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "kopfrechner/gitlab-mr-mcp", "url": "https://github.com/kopfrechner/gitlab-mr-mcp", "source_host": "github", "category": "Version Control", "description": "Interact seamlessly with issues and merge requests of your GitLab projects.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-git", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/git", "source_host": "github", "category": "Version Control", "description": "Direct Git repository operations including reading, searching, and analyzing local repositories", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "modelcontextprotocol/server-gitlab", "url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gitlab", "source_host": "github", "category": "Version Control", "description": "GitLab platform integration for project management and CI/CD operations", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "mshegolev/gitlab-ci-mcp", "url": "https://github.com/mshegolev/gitlab-ci-mcp", "source_host": "github", "category": "Version Control", "description": "GitLab CI/CD — pipelines, jobs, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted); published on PyPI and in the MCP Registry.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "mshegolev/gitlab-ci-mcp", "npm_install": "" }, { "name": "QuentinCody/github-graphql-mcp-server", "url": "https://github.com/QuentinCody/github-graphql-mcp-server", "source_host": "github", "category": "Version Control", "description": "Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "raohwork/forgejo-mcp", "url": "https://github.com/raohwork/forgejo-mcp", "source_host": "github", "category": "Version Control", "description": "An MCP server for managing your repositories on Forgejo/Gitea server.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "TamiShaks-2/git-context-mcp", "url": "https://github.com/TamiShaks-2/git-context-mcp", "source_host": "github", "category": "Version Control", "description": "Local MCP server that provides structured Git repository analysis (project status, recent activity, code map, and risk hotspots) for AI coding agents.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "theonedev/tod", "url": "https://github.com/theonedev/tod/blob/main/mcp.md", "source_host": "github", "category": "Version Control", "description": "A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Tiberriver256/mcp-server-azure-devops", "url": "https://github.com/Tiberriver256/mcp-server-azure-devops", "source_host": "github", "category": "Version Control", "description": "Azure DevOps integration for repository management, work items, and pipelines.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "zach-snell/bbkt", "url": "https://github.com/zach-snell/bbkt", "source_host": "github", "category": "Version Control", "description": "Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, issues, and source code. Token introspection hides tools the API key can't use.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "zach-snell/bbkt", "npm_install": "" }, { "name": "6figr-com/jobgpt-mcp-server", "url": "https://github.com/6figr-com/jobgpt-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for [JobGPT](https://6figr.com/jobgpt) — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@6figr-com/job-gpt-mcp-server", "npm_install": "" }, { "name": "Agentled/mcp-server", "url": "https://github.com/Agentled/mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-native workflow orchestration with long-term memory, 100+ integrations, and unified credits. 32 MCP tools for building and running intelligent business workflows — lead enrichment, content publishing, company research, media production, and more. Knowledge Graph that learns across executions.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Agentled/mcp-server", "npm_install": "" }, { "name": "backloghq/backlog", "url": "https://github.com/backloghq/backlog", "source_host": "github", "category": "Workplace & Productivity", "description": "Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project isolation.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "backloghq/backlog", "npm_install": "" }, { "name": "benmonopoli/open-greenhouse-mcp", "url": "https://github.com/benmonopoli/open-greenhouse-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Production-ready MCP server for [Greenhouse](https://www.greenhouse.com) ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "benmonopoli/open-greenhouse-mcp", "npm_install": "" }, { "name": "bivex/kanboard-mcp", "url": "https://github.com/bivex/kanboard-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.", "languages": [ "go" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bobbyrgoldsmith/quarterback", "url": "https://github.com/bobbyrgoldsmith/quarterback", "source_host": "github", "category": "Workplace & Productivity", "description": "Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document analysis, agent dispatch with autonomy levels, HMAC webhooks, time-aware planning, and CI/CD integration. Standalone CLI + MCP server.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "bug-breeder/quip-mcp", "url": "https://github.com/bug-breeder/quip-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ByAxe/keynote-mcp", "url": "https://github.com/ByAxe/keynote-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ByAxe/keynote-mcp", "npm_install": "" }, { "name": "can4hou6joeng4/boss-agent-cli", "url": "https://github.com/can4hou6joeng4/boss-agent-cli", "source_host": "github", "category": "Workplace & Productivity", "description": "BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipeline tracking, and resume optimization.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "can4hou6joeng4/boss-agent-cli", "npm_install": "" }, { "name": "christulino/todoist-v1-mcp-server", "url": "https://github.com/christulino/todoist-v1-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for Todoist built on the unified API v1. Stdio transport, 20 tools covering tasks, projects, sections, and labels. No daily reconnection issues.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "christulino/todoist-v1-mcp-server", "npm_install": "" }, { "name": "conorbronsdon/gws-mcp-server", "url": "https://github.com/conorbronsdon/gws-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calendar, Docs, and Gmail via the gws CLI.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@conorbronsdon/gws-mcp-server", "npm_install": "" }, { "name": "ContextPulse/contextpulse", "url": "https://github.com/ContextPulse/contextpulse", "source_host": "github", "category": "Workplace & Productivity", "description": "Local-first desktop context server for AI agents. Captures screen (OCR), voice (Whisper), keyboard/mouse activity, and clipboard. Exposes 35 MCP tools for screen capture, voice transcription, activity history, semantic memory, and project detection. Zero cloud dependency. AGPL-3.0.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ContextPulse/contextpulse", "npm_install": "" }, { "name": "corbym/backlog-mcp", "url": "https://github.com/corbym/backlog-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository.", "languages": [ "go" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "corbym/backlog-mcp", "npm_install": "" }, { "name": "Dan8Oren/mcp-apple-notes", "url": "https://github.com/Dan8Oren/mcp-apple-notes", "source_host": "github", "category": "Workplace & Productivity", "description": "Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management, and fuzzy title matching. 10 tools. Runs fully locally — no API keys required.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Dan8Oren/mcp-apple-notes", "npm_install": "" }, { "name": "davegomez/fizzy-mcp", "url": "https://github.com/davegomez/fizzy-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@davegomez/fizzy-mcp", "npm_install": "" }, { "name": "dearlordylord/huly-mcp", "url": "https://github.com/dearlordylord/huly-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@dearlordylord/huly-mcp", "npm_install": "" }, { "name": "delega-dev/delega-mcp", "url": "https://github.com/delega-dev/delega-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Task management API built for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context. Self-hosted or hosted tier at [delega.dev](https://delega.dev).", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "delega-dev/delega-mcp", "npm_install": "" }, { "name": "devroopsaha744/TexMCP", "url": "https://github.com/devroopsaha744/TexMCP", "source_host": "github", "category": "Workplace & Productivity", "description": "An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers.", "languages": [ "python" ], "scopes": [ "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "ellmos-ai/n8n-manager-mcp", "url": "https://github.com/ellmos-ai/n8n-manager-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for managing n8n workflows through AI assistants, including workflow CRUD, synchronization, inspection, and execution support.", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "ellmos-ai/n8n-manager-mcp", "npm_install": "" }, { "name": "foxintheloop/UpTier", "url": "https://github.com/foxintheloop/UpTier", "source_host": "github", "category": "Workplace & Productivity", "description": "Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "windows" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "getalai/alai-mcp-server", "url": "https://github.com/getalai/alai-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Generate, edit, and export high quality presentations with AI to PDF, PPTX, or a shareable link.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": true, "has_glama_badge": true, "glama_server_path": "getalai/Alai", "npm_install": "" }, { "name": "giuseppe-coco/Google-Workspace-MCP-Server", "url": "https://github.com/giuseppe-coco/Google-Workspace-MCP-Server", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "human-pages-ai/humanpages", "url": "https://github.com/human-pages-ai/humanpages", "source_host": "github", "category": "Workplace & Productivity", "description": "Access real-world people who listed themselves to be hired by agents. Search by skill, location, and equipment, send job offers, post listings, and message workers. Free tier, Pro subscription, and x402 pay-per-use.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "human-pages-ai/humanpages", "npm_install": "" }, { "name": "HuntsDesk/ve-gws", "url": "https://github.com/HuntsDesk/ve-gws", "source_host": "github", "category": "Workplace & Productivity", "description": "VE Google Workspace MCP. Fork of [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) with 28 authoring-focused tools on top (deeper Slides automation, native markdown-to-Docs rendering with smart chips, Sheets data validation + named ranges + range protection, recursive Drive folder copy, revision history). 822 tests pass. Companion to [HuntsDesk/ve-kit](https://github.com/HuntsDesk/ve-kit).", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "HuntsDesk/ve-gws", "npm_install": "" }, { "name": "ianaleck/harvest-mcp-server", "url": "https://github.com/ianaleck/harvest-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Harvest time tracking integration with 40+ tools for managing time entries, projects, clients, tasks, and generating time reports via the Harvest API v2", "languages": [ "typescript" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "ianaleck/harvest-mcp-server", "npm_install": "" }, { "name": "khaoss85/mcp-orchestro", "url": "https://github.com/khaoss85/mcp-orchestro", "source_host": "github", "category": "Workplace & Productivity", "description": "Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Kanban board, and intelligent orchestration for product teams and developers.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "KuvopLLC/better-bear", "url": "https://github.com/KuvopLLC/better-bear/tree/main/mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "KuvopLLC/better-bear", "npm_install": "npx better-bear" }, { "name": "louis030195/toggl-mcp", "url": "https://github.com/louis030195/toggl-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Time tracking integration with Toggl Track. Start/stop timers, manage time entries, track project time, and get today's summary. Perfect for productivity tracking and billing workflows.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarceauSolutions/amazon-seller-mcp", "url": "https://github.com/MarceauSolutions/amazon-seller-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "manage inventory, track orders, analyze sales, and optimize listings", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarceauSolutions/hvac-quotes-mcp", "url": "https://github.com/MarceauSolutions/hvac-quotes-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "submit quotes to distributors, track responses, and compare pricing", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "MarkusPfundstein/mcp-gsuite", "url": "https://github.com/MarkusPfundstein/mcp-gsuite", "source_host": "github", "category": "Workplace & Productivity", "description": "Integration with gmail and Google Calendar.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Martinqi826/dida-mcp", "url": "https://github.com/Martinqi826/dida-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "Martinqi826/dida-mcp", "npm_install": "" }, { "name": "moro3k/mcp-altegio", "url": "https://github.com/moro3k/mcp-altegio", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "n24q02m/better-notion-mcp", "url": "https://github.com/n24q02m/better-notion-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Markdown-first Notion MCP server with 9 composite tools and 39 actions. ~77% token reduction via tiered docs. Auto-pagination and bulk operations.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@n24q02m/better-notion-mcp", "npm_install": "" }, { "name": "nicolascroce/keepsake-mcp", "url": "https://github.com/nicolascroce/keepsake-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Personal CRM — manage contacts, interactions, tasks, notes, daily journal, and tags through 42 MCP tools", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "prompeteer/prompeteer-mcp", "url": "https://github.com/prompeteer/prompeteer-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Generate A+ prompts for ChatGPT, Claude, Midjourney, and 130+ AI platforms. Score quality across 16 dimensions and manage your prompt library with PromptDrive.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@prompeteer/prompeteer-mcp", "npm_install": "" }, { "name": "SparkSheets/sparksheets-mcp", "url": "https://github.com/saikiyusuke/sparksheets-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude Code, Cursor, and Cline.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "Startvest-LLC/idealift-mcp-server", "url": "https://github.com/Startvest-LLC/idealift-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams, Discord, and GitHub.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "Startvest-LLC/idealift-mcp-server", "npm_install": "" }, { "name": "sunsiyuan/human-survey", "url": "https://github.com/sunsiyuan/human-survey", "source_host": "github", "category": "Workplace & Productivity", "description": "Feedback collection for AI agents. Create surveys from JSON schema, collect structured responses from groups of people, and retrieve aggregated results. 4 MCP tools for long-horizon agent workflows: post-event feedback, product launches, team health checks.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "sunsiyuan/human-survey", "npm_install": "" }, { "name": "takumi0706/google-calendar-mcp", "url": "https://github.com/takumi0706/google-calendar-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "An MCP server to interface with the Google Calendar API. Based on TypeScript.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "taylorwilsdon/google_workspace_mcp", "url": "https://github.com/taylorwilsdon/google_workspace_mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "teamwork/mcp", "url": "https://github.com/teamwork/mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.", "languages": [ "go" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": true, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "temporal-cortex/mcp", "url": "https://github.com/temporal-cortex/mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-native calendar middleware for scheduling, availability, and conflict-free booking across Google Calendar, Outlook, and CalDAV. 15 tools across 5 layers: temporal context, calendar operations, multi-calendar availability, open scheduling, and Two-Phase Commit booking. Deterministic datetime resolution and RRULE expansion powered by Truth Engine.", "languages": [ "rust" ], "scopes": [ "cloud", "local" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@billylui/cortex-mcp", "npm_install": "" }, { "name": "timergy-app/timergy", "url": "https://github.com/timergy-app/timergy", "source_host": "github", "category": "Workplace & Productivity", "description": "Create scheduling polls (like Doodle/When2Meet) from AI agents. No auth required. Tools: `create_poll`, `get_poll`, `vote_on_poll`, `get_results`, `finalize_poll`.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "timergy-app/timergy", "npm_install": "" }, { "name": "tubasasakunn/context-apps-mcp", "url": "https://github.com/tubasasakunn/context-apps-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "twtrubiks/odoo19-mcp-server", "url": "https://github.com/twtrubiks/odoo19-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRUD operations, model inspection, and user/company context with readonly mode and delete confirmation safety.", "languages": [ "python" ], "scopes": [ "cloud", "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "twtrubiks/odoo19-mcp-server", "npm_install": "" }, { "name": "universalamateur/reclaim-mcp-server", "url": "https://github.com/universalamateur/reclaim-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics.", "languages": [ "python" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "UnMarkdown/mcp-server", "url": "https://github.com/UnMarkdown/mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": true, "glama_server_path": "@UnMarkdown/mcp-server", "npm_install": "" }, { "name": "urbanmorph/mdshare", "url": "https://github.com/urbanmorph/mdshare", "source_host": "github", "category": "Workplace & Productivity", "description": "Markdown collaboration for AI workflows. Share markdown instantly via public links with four permission levels (admin, edit, comment, view), inline comments anchored to text, real-time WebSocket sync, and version history. Free, no login. `npx mdshare-mcp` lets AI agents read docs, review comments, incorporate feedback, and resolve threads — the full review loop without copy-pasting between tools.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "npx mdshare-mcp" }, { "name": "vakharwalad23/google-mcp", "url": "https://github.com/vakharwalad23/google-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "vasylenko/claude-desktop-extension-bear-notes", "url": "https://github.com/vasylenko/claude-desktop-extension-bear-notes", "source_host": "github", "category": "Workplace & Productivity", "description": "Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "wyattjoh/calendar-mcp", "url": "https://github.com/wyattjoh/calendar-mcp", "source_host": "github", "category": "Workplace & Productivity", "description": "MCP server for accessing macOS Calendar events", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" }, { "name": "XJTLUmedia/AI-HR-Management-Toolkit", "url": "https://github.com/XJTLUmedia/AI-HR-Management-Toolkit", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-powered resume parser and full Applicant Tracking System with 21 MCP tools. Parse PDFs, DOCX, TXT, Markdown, and URLs into structured JSON; extract skills, experience, and keywords; score and rank candidates; run a full ATS pipeline covering jobs, candidates, interviews, offers, notes, and analytics. 20 of 21 tools are 100% algorithmic — no API keys required. `npx -y mcp-ai-hr-management-toolkit`", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "XJTLUmedia/AI-HR-Management-Toolkit", "npm_install": "npx -y mcp-ai-hr-management-toolkit" }, { "name": "yoryocoruxo-ai/rendoc-mcp-server", "url": "https://github.com/yoryocoruxo-ai/rendoc-mcp-server", "source_host": "github", "category": "Workplace & Productivity", "description": "Generate professional PDF documents (invoices, contracts, reports, certificates) from reusable templates or inline HTML/Handlebars markup via the [rendoc](https://rendoc.dev) API. 7 tools for document generation, template management, and usage tracking.", "languages": [ "typescript" ], "scopes": [ "cloud" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": true, "glama_server_path": "@yoryocoruxo-ai/rendoc-mcp-server", "npm_install": "" }, { "name": "yuvalsuede/claudia", "url": "https://github.com/yuvalsuede/claudia", "source_host": "github", "category": "Workplace & Productivity", "description": "AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration.", "languages": [ "typescript" ], "scopes": [ "local" ], "operating_systems": [ "macos", "windows", "linux" ], "is_official": false, "has_glama_badge": false, "glama_server_path": "", "npm_install": "" } ]