knowledge-base-mcp-server

knowledge-base-mcp-server

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knowledge_and_memory

This project is a Model Context Protocol server designed for managing and querying knowledge bases. It utilizes FAISS indexing to perform semantic searches across text files and provides an interface for retrieving relevant content based on user queries.

Knowledge Base MCP Server

This MCP server provides tools for managing and querying knowledge bases. Key features include:

  • Setup Instructions:

    • Installation requires Node.js and npm.
    • Available via Smithery or manual installation.
    • Supports environment variables for configuration.

  • Usage:

    • Tools for listing and retrieving knowledge base content.
    • Semantic search using a FAISS index.
    • Automatic content indexing.

The server operates by reading text files in specified directories, processing them with FAISS indexing for similarity searches.