milvus-mcp-server

milvus-mcp-server

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This project connects Anthropic's Claude with a Milvus vector database using the Model Context Protocol. It includes a FastMCP server and Docker setup for Milvus, focusing on seamless integration and compliance with tool naming conventions for compatibility.

Claude-Compatible Milvus MCP Server

This project provides the necessary components to connect Anthropic's Claude application to a Milvus vector database using the Model Context Protocol (MCP). Key features include a fully MCP-compatible FastMCP server, a Docker-based setup for Milvus, and scripts for seamless integration. Additionally, it outlines tool naming rules essential for Claude's compatibility.

Setup Guide

  • Clone the repository and navigate to the directory
  • Use Docker to run Milvus
  • Install uv package if necessary
  • Synchronize Python environment
  • Test the server to ensure functionality
  • Update configuration for Claude to interact with Milvus successfully

Debugging Tips

  • Verify Milvus Docker health
  • Check FastMCP server logs
  • Use consistent environment setups

Next Steps

  • Introduce more tools like delete_collection and upsert
  • Add test scripts and GitHub Actions for validation