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ntulearn-mcp

by Realsbt
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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

    A4/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools target clearly distinct operations (list_courses, get_course_contents, search_course_content, download_file, read_file_content are unambiguous). However there is meaningful overlap between ntulearn_get_assignments (which aggregates gradebook+calendar+assignment pages), ntulearn_get_upcoming (calendar/due dates), and ntulearn_get_gradebook (gradebook columns) — an agent could reasonably pick the wrong one when asked about deadlines or grades, though the descriptions do clarify the sources each wraps.

    Naming Consistency5/5

    Every tool uses the same ntulearn_<verb>_<noun> pattern (get_, list_, search_, sync_, download_, read_). Verb choices are consistent and predictable, with no mixing of styles or casing.

    Tool Count5/5

    Ten tools is well-scoped for a student LMS integration: course listing, content walking/search, file access, announcements, gradebook, deadlines, and material sync each map to a real workflow without redundancy or filler.

    Completeness4/5

    The surface covers the read/lifecycle needs of an LMS client (courses, contents, search, download, read, announcements, grades, deadlines, sync) with no obvious dead ends. Minor gaps exist: no course-metadata/detail tool beyond listing, and no write operations beyond local file sync, but these are largely outside a read-oriented student client's scope.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources