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local-Rag

by zongzi-zongzhi
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Alternatives to local-Rag

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    Related Servers

    • mcp-local-rag

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      A
      license
      A
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      MCP server that enables local hybrid semantic and keyword search over private PDF, DOCX, Markdown, and text documents without sending data to embedding APIs.
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    • doc-index

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    • Saga

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      A local-first MCP server for document ingestion and semantic search, providing tools to add, search, and retrieve documents, chunks, and code blocks.
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    • ragi

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      Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.
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    • smart-search

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      F
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    • minirag-mcp

      sfrangulov
      A
      license
      A
      quality
      A
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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.
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.2/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool serves a distinct purpose: ingestion (file vs data), deletion, listing, querying, context expansion, and status. No overlap in functionality.

    Naming Consistency5/5

    All tools follow verb_noun snake_case pattern (e.g., delete_file, ingest_data). 'status' is a single word but consistent with the style.

    Tool Count5/5

    7 tools cover the essential operations for a local RAG system: ingestion, deletion, listing, querying, context expansion, and status. Well-scoped.

    Completeness4/5

    Covers core workflow (ingest, query, get context, delete). Minor gaps like missing metadata retrieval or per-document chunk listing, but re-ingestion updates content.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources