STU MCP
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- AlicenseBqualityCmaintenanceEnables AI agents to access Kwangwoon University's KLAS academic system for course schedules, deadlines, attendance, lecture materials, assignments, and adaptive study tools while keeping credentials and data local.31MIT
- AlicenseBqualityCmaintenanceEnables natural-language, read-only access to a user's own learning-management account for courses, assignments and deadlines, lecture attendance, notices, grades, and syllabus evidence, including reading page/slide/cell locations inside PDF, Office, HWP/HWPX, HTML, and ZIP attachments. Runs locally over stdio or remotely over OAuth-protected Streamable HTTP for desktop and mobile clients, and can compare changes against a locally encrypted baseline.19MIT
- AlicenseAqualityAmaintenanceEnables AI assistants to read a student's own university academic data — class timetables, exam schedules, grades, available terms, and empty classrooms — from Qiangzhi (jsxsd) or Zhengfang V9 systems via a session imported from the browser. All access is strictly read-only, never performing course selection, withdrawal, or evaluations.61MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to connect to Xi'an Jiaotong-Liverpool University's Learning Mall Core (Moodle) to list courses and materials, download attachments, and check assignment deadlines, with automatic login and email-based verification-code retrieval. Text extraction from PDF, PPTX, and DOCX files runs locally on the Mac and returns page-level evidence for deadline verification.3MIT
- AlicenseAqualityBmaintenanceEnables read-only querying of eight campus services through independent local MCP adapters: mailbox search, reading and attachment download, Blackboard courses, academic-system terms, timetable and grades, library loans and navigation, teaching-office notices, the Nan7 market listings, course-review community ratings, and the campus data dashboard. Credentials and sessions remain on the user's own device, encrypted with Windows DPAPI, and nothing is submitted, registered, or booked on the user's behalf.71MIT
- AlicenseBqualityAmaintenanceEnables AI clients to read a student's own UGent Ufora (D2L Brightspace) data, including courses, announcements, deadlines, grades, course materials, and PDF text, over stdio or local Streamable HTTP. All operations are read-only and run locally against the student's authenticated session.192MIT
TDQS
Scored across 16 tools
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.
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.
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.
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.