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Fashad-Ahmed

Universal Database MCP Server

by Fashad-Ahmed
OverviewSchemaSourceRelated ServersDiscussionsAdmin
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

    A3.8/5.0

    Scored across 8 tools

    Disambiguation4/5

    Each tool targets a distinct operation: schema introspection, query execution, plan explanation, health checking, history, schema snapshot/diff, and database listing. The schema-related trio (schema, snapshot_schema, schema_diff) and health/list_databases have adjacent concerns, but descriptions clarify boundaries.

    Naming Consistency3/5

    Tool names mix styles: noun-only (schema, health), verb-only (query, explain), and snake_case compounds (query_history, snapshot_schema, schema_diff, list_databases). All are readable and lowercase, but there is no consistent verb_noun pattern.

    Tool Count5/5

    Eight tools is well-scoped for a universal database server, covering introspection, execution, planning, health, history, and schema drift. Each tool earns its place without redundancy.

    Completeness4/5

    The set covers schema reading, arbitrary SQL execution, query plans, health checks, history, and schema drift detection, which covers most database workflows. Missing dedicated transaction control or database administration tools, though query can handle many of those operations.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources