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Files-DB-MCPServer

randomm
GitHub
vector-databasecode-searchLLM-integration

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💡 Description

A local vector database system that provides LLM coding agents with fast, efficient search capabilities for software projects via the Message Control Protocol (MCP).

📝 JSON Entries

{
  "mcpServers": [
    {
      "files-db-mcp": {
        "args": [
          "/path/to/src/claude_mcp_server.py",
          "--host",
          "localhost",
          "--port",
          "6333"
        ],
        "command": "python"
      }
    }
  ]
}

🛠️ Tools

DockerDocker Compose

⚡ Features

  • Zero Configuration - Auto-detects project structure with sensible defaults
  • Real-Time Monitoring - Continuously watches for file changes
  • Vector Search - Semantic search for finding relevant code
  • MCP Interface - Compatible with Claude Code and other LLM tools
  • Open Source Models - Uses Hugging Face models for code embeddings