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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to search technical document collections using hybrid BM25 and embedding retrieval, returning cited page-level passages to support grounded, evidence-based answers.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to intelligently search and reference documentation using hybrid semantic + keyword search via MCP protocol.
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to perform semantic, hybrid, and filtered search on indexed local documentation with RAG capabilities.
      2
      MIT
    • F
      license
      A
      quality
      C
      maintenance
      Enables LLM agents to search and retrieve a hybrid knowledge base of manuals, videos, PDFs, DOCX files and images through tools for hybrid BM25-plus-vector search with facet and tag filters, full document retrieval, semantically similar document lookup, and timestamped video transcript segments. It ships with an in-memory backend for instant local use and an identical Elasticsearch backend for production deployment over stdio or authenticated HTTP.
      5
      -
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables hybrid document search (BM25 and dense) over a configurable corpus via MCP tools, returning passages and sources for AI agents to cite in answers.
      MIT