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RAG Search MCP Server

RAG Search MCP Server

by regankight

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    • F
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      quality
      D
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      Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.
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    • F
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      Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.
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    • A
      license
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      quality
      B
      maintenance
      Enables semantic search over locally stored markdown/text documents with optional tag filtering, returning source-attributed chunks that an AI agent can query.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to run semantic search over local Obsidian or Markdown vaults, returning notes ranked by meaning with paths, headings, scores, and snippets, and to trigger incremental reindexing of changed notes. Everything runs on the user's own machine, so no note content leaves it.
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