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dremio-mcp-lite

by guillaume-galp
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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

    A3.6/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a clearly distinct operation: catalog browsing, schema retrieval, arbitrary SQL, quick preview, catalog search, and query explanation. The only potentially overlapping pair is catalog_browse and search_catalog, but one navigates the hierarchy while the other searches by name, so they are easy to distinguish.

    Naming Consistency3/5

    The naming is readable and consistently uses snake_case, but the verb placement is mixed: object-verb forms like catalog_browse, schema_get, and table_preview sit alongside verb-object forms like search_catalog and explain_query, and sql_query has no verb at all. This is not chaotic, but it does not follow a single predictable pattern.

    Tool Count5/5

    Six tools is well-scoped for a read-only Dremio exploration and querying server. Each tool serves a distinct purpose without redundancy, and the count is comfortably within the ideal range.

    Completeness5/5

    The tool set covers the full read-only workflow: discovering data via browse/search, inspecting structure via schema, peeking at data via preview, running arbitrary queries, and understanding performance via explain. No obvious dead ends or missing essential operations exist for the stated purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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