README.md

metadata

title: LLMOps Database MCP Server
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.1.0
app_file: app.py
pinned: false
license: apache-2.0
tags:
  - mcp-server
  - llmops
  - datasets

LLMOps Database MCP Server

An MCP server for querying the ZenML LLMOps Database - a collection of 1,100+ real-world LLMOps case studies.

Tools

• search - Search with optional filters (query, industry, company, year, tag)
• get_case_study_details - Get full details of a case study
• get_statistics - Database statistics
• list_options - Available filter values

Use as MCP Server

Add to your MCP client (Cursor, Claude Desktop, etc.):

{
  "mcpServers": {
    "llmops-database": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://hugobowne-llmops-database-mcp.hf.space/gradio_api/mcp/"
      ]
    }
  }
}

Dataset

The ZenML LLMOps Database contains:

• 1,100+ case studies of real-world LLM deployments
• Metadata: company, industry, year, source URL
• Tags: tools, techniques, applications
• Short and full summaries