name stringlengths 15 29 | description stringlengths 23 67 | category stringclasses 7
values | pypi_package stringlengths 15 29 | npm_package float64 | github_url stringlengths 46 60 | tools_count int64 4 11 | api_key_required stringclasses 2
values |
|---|---|---|---|---|---|---|---|
solana-mcp-server | Solana blockchain data - wallets tokens DeFi yields security checks | Data | solana-mcp-server | null | https://github.com/AiAgentKarl/solana-mcp-server | 11 | Yes |
germany-mcp-server | German government and public authority data | Data | germany-mcp-server | null | https://github.com/AiAgentKarl/germany-mcp-server | 6 | No |
agriculture-mcp-server | FAO agricultural data and statistics | Data | agriculture-mcp-server | null | https://github.com/AiAgentKarl/agriculture-mcp-server | 6 | No |
space-mcp-server | NASA and ESA space data | Data | space-mcp-server | null | https://github.com/AiAgentKarl/space-mcp-server | 6 | Yes |
aviation-mcp-server | Aviation and flight tracking data | Data | aviation-mcp-server | null | https://github.com/AiAgentKarl/aviation-mcp-server | 6 | Yes |
eu-company-mcp-server | EU company registry data | Data | eu-company-mcp-server | null | https://github.com/AiAgentKarl/eu-company-mcp-server | 6 | No |
openmeteo-mcp-server | Weather and climate data via Open-Meteo | Data | openmeteo-mcp-server | null | https://github.com/AiAgentKarl/openmeteo-mcp-server | 6 | No |
cybersecurity-mcp-server | CVE vulnerability and security data | Data | cybersecurity-mcp-server | null | https://github.com/AiAgentKarl/cybersecurity-mcp-server | 6 | No |
medical-data-mcp-server | WHO health and medical data | Data | medical-data-mcp-server | null | https://github.com/AiAgentKarl/medical-data-mcp-server | 6 | No |
political-finance-mcp-server | FEC campaign finance data | Data | political-finance-mcp-server | null | https://github.com/AiAgentKarl/political-finance-mcp-server | 6 | Yes |
supply-chain-mcp-server | UN Comtrade supply chain data | Data | supply-chain-mcp-server | null | https://github.com/AiAgentKarl/supply-chain-mcp-server | 6 | No |
energy-grid-mcp-server | CO2 intensity electricity mix and energy prices | Data | energy-grid-mcp-server | null | https://github.com/AiAgentKarl/energy-grid-mcp-server | 6 | No |
crossref-academic-mcp-server | Scientific papers citations and author data | Data | crossref-academic-mcp-server | null | https://github.com/AiAgentKarl/crossref-academic-mcp-server | 6 | No |
llm-benchmark-mcp-server | LLM comparison benchmarks and pricing | Data | llm-benchmark-mcp-server | null | https://github.com/AiAgentKarl/llm-benchmark-mcp-server | 5 | No |
mcp-appstore-server | MCP server hub and app store with 49+ servers | Agent Infrastructure | mcp-appstore-server | null | https://github.com/AiAgentKarl/mcp-appstore-server | 6 | No |
api-to-mcp-converter | Convert OpenAPI specs to MCP servers | Agent Infrastructure | api-to-mcp-converter | null | https://github.com/AiAgentKarl/api-to-mcp-converter | 4 | No |
agent-memory-mcp-server | Persistent memory storage for AI agents | Agent Infrastructure | agent-memory-mcp-server | null | https://github.com/AiAgentKarl/agent-memory-mcp-server | 6 | No |
agent-directory-mcp-server | Service registry for AI agents | Agent Infrastructure | agent-directory-mcp-server | null | https://github.com/AiAgentKarl/agent-directory-mcp-server | 6 | No |
agent-reputation-mcp-server | Trust scores and reputation for AI agents | Agent Infrastructure | agent-reputation-mcp-server | null | https://github.com/AiAgentKarl/agent-reputation-mcp-server | 6 | No |
agent-feedback-mcp-server | Quality signals and feedback for AI agents | Agent Infrastructure | agent-feedback-mcp-server | null | https://github.com/AiAgentKarl/agent-feedback-mcp-server | 6 | No |
prompt-library-mcp-server | Prompt template library for AI agents | Agent Infrastructure | prompt-library-mcp-server | null | https://github.com/AiAgentKarl/prompt-library-mcp-server | 6 | No |
agent-coordination-mcp-server | Multi-agent messaging and coordination | Agent Infrastructure | agent-coordination-mcp-server | null | https://github.com/AiAgentKarl/agent-coordination-mcp-server | 6 | No |
agent-workflow-mcp-server | Workflow templates for AI agents | Agent Infrastructure | agent-workflow-mcp-server | null | https://github.com/AiAgentKarl/agent-workflow-mcp-server | 6 | No |
agent-analytics-mcp-server | Usage analytics for AI agents | Agent Infrastructure | agent-analytics-mcp-server | null | https://github.com/AiAgentKarl/agent-analytics-mcp-server | 6 | No |
x402-mcp-server | Micropayments via x402 protocol | Agent Infrastructure | x402-mcp-server | null | https://github.com/AiAgentKarl/x402-mcp-server | 6 | No |
agent-interface-standard | Schema.org style interface standard for agents | Business-to-Agent | agent-interface-standard | null | https://github.com/AiAgentKarl/agent-interface-standard | 4 | No |
agent-validator-mcp-server | Lighthouse-style agent accessibility validator | Business-to-Agent | agent-validator-mcp-server | null | https://github.com/AiAgentKarl/agent-validator-mcp-server | 6 | No |
business-bridge-mcp-server | Shopify WordPress Calendly connectors for agents | Business-to-Agent | business-bridge-mcp-server | null | https://github.com/AiAgentKarl/business-bridge-mcp-server | 6 | No |
agent-commerce-mcp-server | Agent purchase protocol for e-commerce | Business-to-Agent | agent-commerce-mcp-server | null | https://github.com/AiAgentKarl/agent-commerce-mcp-server | 6 | No |
agent-identity-mcp-server | OAuth-style identity for AI agents | Business-to-Agent | agent-identity-mcp-server | null | https://github.com/AiAgentKarl/agent-identity-mcp-server | 6 | No |
a2a-protocol-mcp-server | Google A2A Protocol bridge for agent-to-agent communication | Agent Protocols | a2a-protocol-mcp-server | null | https://github.com/AiAgentKarl/a2a-protocol-mcp-server | 6 | No |
agentic-product-protocol-mcp | Klarna-style product discovery for AI shopping agents | E-Commerce | agentic-product-protocol-mcp | null | https://github.com/AiAgentKarl/agentic-product-protocol-mcp | 6 | No |
agent-policy-gateway-mcp | PII detection guardrails audit logging GDPR AI-Act checks | Compliance | agent-policy-gateway-mcp | null | https://github.com/AiAgentKarl/agent-policy-gateway-mcp | 6 | No |
hive-mind-mcp-server | Collective decision-making for agent swarms | Swarm Intelligence | hive-mind-mcp-server | null | https://github.com/AiAgentKarl/hive-mind-mcp-server | 6 | No |
agent-context-optimizer-mcp | Context window optimization to reduce tool schema overhead | Agent Infrastructure | agent-context-optimizer-mcp | null | https://github.com/AiAgentKarl/agent-context-optimizer-mcp | 6 | No |
legal-court-mcp-server | CourtListener legal data with 3M+ court decisions | Data | legal-court-mcp-server | null | https://github.com/AiAgentKarl/legal-court-mcp-server | 6 | No |
agent-server-card-mcp | Protocol infrastructure for .well-known server discovery | Agent Infrastructure | agent-server-card-mcp | null | https://github.com/AiAgentKarl/agent-server-card-mcp | 6 | No |
agent-audit-trail-mcp | Immutable audit logging for AI agent actions and decisions | Compliance | agent-audit-trail-mcp | null | https://github.com/AiAgentKarl/agent-audit-trail-mcp | 6 | No |
MCP Server Catalog
A comprehensive catalog of 38 Model Context Protocol (MCP) servers for AI agents, covering data access, agent infrastructure, business-to-agent interfaces, compliance, and more.
Overview
This dataset provides a structured catalog of MCP servers that give AI agents access to real-world data and capabilities. Each server follows the MCP standard and can be used with Claude, GPT, and other LLMs that support tool use.
Categories
| Category | Count | Description |
|---|---|---|
| Data | 16 | Real-world data APIs (weather, blockchain, medical, legal, etc.) |
| Agent Infrastructure | 12 | Core infrastructure for multi-agent systems |
| Business-to-Agent | 5 | Bridges between businesses and AI agents |
| Agent Protocols | 1 | Inter-agent communication protocols |
| E-Commerce | 1 | Product discovery for shopping agents |
| Compliance | 2 | Safety, audit, and regulatory compliance |
| Swarm Intelligence | 1 | Collective decision-making |
Schema
- name: Server package name
- description: Brief description of functionality
- category: Server category (Data, Agent Infrastructure, etc.)
- pypi_package: PyPI package name for installation
- npm_package: npm package name (if available)
- github_url: Source code repository
- tools_count: Number of MCP tools provided
- api_key_required: Whether an API key is needed (Yes/No)
Installation
All Python-based servers can be installed via pip:
pip install <pypi_package>
Or used with uvx for zero-install execution:
uvx <pypi_package>
Usage
Configure any server in your MCP client (e.g., Claude Desktop):
{
"mcpServers": {
"server-name": {
"command": "uvx",
"args": ["package-name"]
}
}
}
License
MIT
Author
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
38