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Exploring RAG through defined workspaces MCP tools

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

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49,832 tools. Last updated 2025-12-31 22:36

  • ask_wiki

    Outline Wiki MCP Server

    Get answers to questions by querying wiki content through RAG-powered search, enabling knowledge retrieval from documentation.

  • 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 License

  • get_workspaces

    Clockify MCP Server

    Retrieve all workspaces associated with the current user in Clockify, enabling efficient management of projects and time tracking activities through a standardized API interface.
    MIT License

  • remove_file

    MCP RAG

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

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