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Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

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70,425 tools. Last updated 2026-02-07 17:15

  • query

    Gemini RAG MCP Server

    Search uploaded documents using RAG to find answers with citations. Ask questions to retrieve information from your knowledge base.
    MIT

  • query

    Gemini RAG MCP Server

    Search uploaded documents using RAG to find answers with citations. Ask questions to retrieve information from your knowledge base.
    MIT

  • remove_file

    MCP RAG

    Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.
    MIT

  • search_files

    MCP RAG

    Find relevant documents in the RAG system using semantic search with customizable similarity thresholds and result limits.
    MIT

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