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Lancelot

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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

    B3/5.0

    Scored across 4 tools

    Disambiguation3/5

    lancedb_search and lancedb_query have overlapping retrieval purposes; an agent could easily pick the wrong one without careful reading. The descriptions distinguish them somewhat (raw search vs RAG context retrieval), but the boundary is not crisp. Status and version are clearly distinct.

    Naming Consistency5/5

    All four tools use a consistent lancedb_<verb/noun> prefix pattern. Names are readable and predictable throughout.

    Tool Count4/5

    Four tools is on the thin side but reasonable for a focused retrieval/status server. No obvious bloat, though the surface feels minimal.

    Completeness2/5

    The surface only covers search/query/status/version; there is no way to create or ingest documents, list tables, update, or delete data. For a LanceDB server, these are significant lifecycle gaps that would force agents to fail on write/admin tasks.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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