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hugobowne/llmops-database-mcp

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face

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App README

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.):

json

{
  "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