Gradescope MCP
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- AlicenseAqualityBmaintenanceLets AI apps read a student's Google Classroom data, including active classes, to-do and missing assignments, upcoming due dates, grades on returned work, and announcements. It is read-only, so it can never turn in, edit, or delete anything.10788 npmMIT
- AlicenseAqualityBmaintenanceEnables AI apps to read a student's courses, due dates, grades, missing work, announcements, modules, discussions, syllabus, and calendar events in a read-only way. It cannot submit, edit, or delete anything, and credentials go only to the user's own school.14724 npmMIT
- AlicenseNot gradedqualityCmaintenanceEnables users to read Moodle course information, list courses, outlines, resources, assignments, and deadlines, and download or extract text from course files locally via an MCP-compatible client.MIT
TDQS
Scored across 6 tools
Each tool targets a distinct resource or action: listing courses, assignments, upcoming assignments, submissions, getting file metadata, and downloading a file. Descriptions clarify boundaries (e.g., list_assignments vs list_submissions), leaving no overlapping purposes.
All tools use a consistent gradescope_ prefix and snake_case. However, most list operations start with list_, while gradescope_upcoming_assignments breaks that pattern by not including the list_ verb, a minor deviation.
Six tools are well-scoped for a read-focused Gradescope student workflow, with each tool earning its place. No bloated or missing tools at the set level.
The set covers the core student journey: viewing courses, assignments, upcoming deadlines, submissions, and downloading submitted files. Minor gaps exist, such as no tool for detailed assignment or course metadata, but these are manageable workarounds.