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Mosaic MCP Server

Mosaic MCP Server

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    • A
      license
      A
      quality
      B
      maintenance
      Enables developers to index and search their own local PDF, DOCX, Markdown, and text documents from an MCP client or terminal, combining semantic similarity with keyword matching for exact technical terms. Everything runs on the user's machine with no API key, Docker, or external database, so private documents stay private and work offline after the initial model download.
      9
      4,578 npm
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.
      3
      MIT
    • 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
      12
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides MCP tools for semantic search over personal knowledge sources using pluggable embeddings and local vector indexing.
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      MCP server for indexing, semantic search, and generation of multi-format documents. Exposes 13 tools over JSON-RPC 2.0 so an LLM can search your local PDF, Excel, and Word files, and create or edit Excel and Word documents.
      AGPL 3.0