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STU MCP

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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

    A3.5/5.0

    Scored across 16 tools

    Disambiguation5/5

    Each tool targets a distinct campus resource or local action: refresh_source handles cache population, get_* tools read specific cached domains, and set_* tools change local state. The only potential overlap is refresh_source versus get_* refresh behavior, but the descriptions make the cache-refresh/read split clear.

    Naming Consistency4/5

    All tools use snake_case and are mostly verb_noun, such as refresh_source, get_notice, and set_task_status. The lone exception is academic_summary, a noun phrase, but it remains readable and does not undermine the overall pattern.

    Tool Count4/5

    16 tools is slightly above the typical 3-15 sweet spot, but the broad campus aggregation purpose justifies coverage across notices, grades, courses, tasks, schedule, setup, and local state. No tool appears redundant.

    Completeness4/5

    The surface covers the major lifecycle needs: source refresh, notice search/read/attachment extraction, grades/GPA, exams, courses/resources, tasks, schedule, service links, profile, capabilities, and setup. Minor gaps like no explicit get_profile or cache-clear exist but are workable.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources