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Alternatives to maria-rag

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    • A
      license
      A
      quality
      D
      maintenance
      Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.
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    • A
      license
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      quality
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      maintenance
      Enables local language models and MCP clients to search a private, offline knowledge base of papers, notes, and source code through hybrid vector/BM25 retrieval, reranking, and citations.
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    • F
      license
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      quality
      A
      maintenance
      Enables AI agents and MCP hosts to query a local second brain built from scattered notes, docs, PDFs, and chat logs, with hybrid vector/BM25 retrieval and section-level citations.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables MCP clients like Claude, Cursor, and Windsurf to search a local document knowledge base using four-layer retrieval fusion (vector similarity, BM25 keywords, knowledge graph traversal, and metadata filtering) with cross-encoder reranking. Also lets agents index documents, add single documents, list indexed sources, and run health diagnostics, with models kept warm between queries so no GPU, PyTorch, or API keys are needed.
      30 PyPI
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    • A
      license
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      quality
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      Local-first RAG MCP server that indexes local documents and provides hybrid search (semantic + keyword) with file ingestion, URL fetching, and a CLI, keeping data on-device.
      11
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP hosts to search and ask questions across a local hybrid-retrieval index of scattered notes, documents, PDFs, and chat logs, returning section-level citations and agent-usable tools, resources, and prompts.
      -

    Maintenance

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