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Document RAG MCP

by nongtiensonpro
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    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

    A3.7/5.0

    Scored across 12 tools

    Disambiguation4/5

    Most tools target distinct resources or actions, but query_tables and aggregate overlap for table analytics, and get_index_status substantially overlaps with health. Descriptions help clarify intent, but an agent could occasionally select the wrong one.

    Naming Consistency4/5

    Tool names mostly follow a verb_noun snake_case pattern like list_tables, index_document, and get_config. The main inconsistency is the bare noun 'health' instead of something like 'get_health', and the mix of query/search/aggregate verbs is acceptable but slightly varied.

    Tool Count5/5

    Twelve tools is well-scoped for a document RAG server covering indexing, retrieval, table querying, and operational status. Each tool serves a credible purpose without feeling bloated or thin.

    Completeness4/5

    Core workflows are covered: indexing, directory indexing, search, document retrieval, table listing/querying, and status checks. The main gap is the lack of a delete/remove tool for indexed documents or tables, though force re-indexing mitigates updates.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources