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Local RAG system for providing documentation to a large language model (LLM) MCP tools

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

61,105 tools. Last updated 2026-01-17 04:45
  • Add files to a RAG system for document retrieval, supporting PDF, DOCX, TXT, MD, CSV, and JSON formats to enable semantic search and information access.
    MIT License
  • Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.
    MIT License
  • Find relevant documents in the RAG system using semantic search with customizable similarity thresholds and result limits.
    MIT License
  • Retrieve a complete list of all files stored in the RAG system for document management and semantic search operations.
    MIT License

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