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1franky

Data Platform MCP

by 1franky
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Python
Hybrid

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Alternatives to Data Platform MCP

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    • github-issue-tracker

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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

    B3.1/5.0

    Scored across 29 tools

    Disambiguation3/5

    Several tools overlap in purpose, particularly hello_world vs health_check, and the family of generate_and_execute_query, generate_report, generate_sql, and execute_read_query. The descriptions help clarify boundaries, but the large number of similar actions creates potential for misselection.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (list_schemas, execute_read_query, refresh_schema_cache). Minor deviations like hello_world, health_check, and generate_and_execute_query break the pattern, but the convention is largely readable and predictable.

    Tool Count2/5

    At 29 tools, the server exceeds the typical well-scoped range. There is notable redundancy (hello_world and health_check both check connectivity; separate SQL and Mongo execute tools could be unified) and the count feels heavy for an agent to navigate.

    Completeness4/5

    The tool surface covers schema discovery, SQL validation/execution/explanation, Mongo querying, document indexing, and connection management. Missing write operations for SQL/Mongo appear intentional for a read-only platform, so the gaps are minor.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources