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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables local knowledge base management with retrieval-augmented generation (RAG), providing semantic search, document reading, listing, and Q&A via MCP tools and REST endpoints, all running locally without cloud dependencies.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      A local RAG knowledge base MCP server that exposes semantic document search as tools using zvec for vector storage and Qwen3-Embedding for text embedding.
      -
    • A
      license
      B
      quality
      A
      maintenance
      Provides AI assistants with a local knowledge base and research library, enabling semantic and full-text retrieval, memory persistence, and multi-agent collaboration via 58 MCP tools.
      76
      2
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to save, search, and manage local Chinese semantic memories on demand, with support for updating, merging, and Obsidian-style linking.
      5,582,581 npm
      MIT
    • A
      license
      A
      quality
      D
      maintenance
      A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.
      7
      MIT