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mcp-usc

by PabloPC05
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Python
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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

    C2.7/5.0

    Scored across 91 tools

    Disambiguation3/5

    Some tool clusters overlap meaningfully, such as submission status (get/inspect/preview_inspect), calendar/timeline reads (list_calendar_events, list_upcoming_events, list_pending_work, get_work_item), and the generic preview_student_action/execute_student_action versus specific action tools. The detailed descriptions help, but with 91 tools an agent must read carefully to avoid misselection.

    Naming Consistency4/5

    The vast majority of tools follow a clear snake_case verb_noun pattern, and the preview_/action pairing is highly consistent. Minor deviations like auth_status and generic names like execute_student_action and call_student_read break the strict pattern slightly, but the overall scheme remains predictable.

    Tool Count1/5

    91 tools is an extreme count for a single MCP server. Many tools are paired preview/action variants, compatibility stubs, or blocked endpoints that could be consolidated, making the surface far larger than necessary and difficult to navigate.

    Completeness5/5

    The server covers a broad student-facing lifecycle end-to-end: courses, assignments, quizzes, forums, messaging, calendar, grades, completion, badges, notifications, and official USC timetables/exams. Even blocked tools have explicit alternative flows, so there are no major workflow dead-ends.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources