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SusuTawar

ragi

by SusuTawar
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Alternatives to ragi

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    • minirag-mcp

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    • Guaipeca

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    • mcp-rag-server

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    • minirag

      mck-s
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      MCP server for a self-hosted RAG system that enables AI tools to search and retrieve grounded answers from locally ingested documents via MCP tools, with local embeddings and no API key required.
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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

    A3.5/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: indexing files, listing projects, and semantic search. There is no overlap or ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with the 'rag_' prefix (rag_index, rag_list_projects, rag_search), making them predictable and easy to understand.

    Tool Count4/5

    Three tools is a reasonable count for a basic RAG server, covering indexing, project management, and search. It is slightly thin but not insufficient for the apparent scope.

    Completeness3/5

    The tool set covers core operations (index, search, list projects) but lacks important lifecycle operations like deleting or updating an index, which agents may need.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources