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jaynasriwala

Universal Database MCP

by jaynasriwala
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Python
Hybrid

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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

    A3.6/5.0

    Scored across 4 tools

    Disambiguation4/5

    get_database_schema and explain_sql_query are clearly distinct from each other. However, export_results_format and execute_safe_query both run read-only queries, and the difference (reshaping/output format vs. raw results) is only clear from the description, creating mild overlap.

    Naming Consistency4/5

    All names use snake_case with a verb-first pattern (export_, get_, execute_, explain_), which is predictable and readable. export_results_format is slightly awkward (verb_noun_noun) but still follows the convention.

    Tool Count4/5

    Four tools is lean but well-scoped for a read-only, safety-focused query server; each tool covers a distinct capability (schema, query, plan, export). It sits just above the thin end of the range but earns its place.

    Completeness4/5

    The read-only lifecycle is well covered: discover schema, inspect plans, run queries, and export results. Gaps are minor, such as no way to list available databases/connections, but the stated read-only purpose is served without dead ends.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources