UBC MCP
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- AlicenseBqualityBmaintenanceEnables users to query official undergraduate and graduate course schedules, indexes, prerequisites, and exam timetables, including tools for comparing indexes and finding matching schedules. It is read-only, local, and supports filtering by days, times, lesson types, teaching weeks, and schedule clashes.71MIT
- AlicenseAqualityDmaintenanceEnables course planning for University of Pennsylvania by searching the catalog, inspecting sections and ratings, detecting schedule conflicts, and building weekly schedules.15MIT
- FlicenseNot gradedqualityNot gradedmaintenanceEnables University of Toronto students to access academic data from ACORN and Quercus via AI assistants. It provides tools to retrieve course schedules, enrollment details, syllabi, assignments, and announcements.-
- AlicenseAqualityAmaintenanceGives AI assistants direct, on-demand access to McGill's public Visual Schedule Builder timetable data, letting them search course offerings, fetch sections and meeting times, check conflicts, and generate ranked schedule combinations without a login, API key, or browser session. Queries and schedule calculations run locally on structured results, with a short-lived cache for repeated requests.412 npm2MIT
- AlicenseNot gradedqualityAmaintenanceEnables natural-language queries across multiple schools' Canvas and Blackboard accounts for courses, notifications, assignments, grades, feedback, and schedules, with read-only access and local todo/calendar export.8MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to read courses, upcoming deadlines, assignment details, grades, announcements, modules, files, inbox, and timetable from U of T Quercus and ACORN through read-only tools.1MIT
TDQS
Scored across 7 tools
Each tool occupies a clearly distinct slot: browsing subject codes (list_subjects), keyword search (search_courses), single-record detail (get_course), grade history (get_course_grades), multi-course comparison (compare_courses), and metadata/health (list_grade_sessions, get_data_status). The descriptions explicitly draw boundaries between catalog records, historical grades, and data freshness, so an agent can select without guessing.
All seven tools follow a uniform verb_noun snake_case convention (list_*, get_*, search_*, compare_*). The two get_course/get_course_grades names are predictably nested rather than confusing.
Seven tools is a tight, well-scoped set for a course-catalog-plus-grades domain, with no redundant or filler entries. Each tool maps to one user intent (discover, inspect, compare, check freshness).
Discovery, detail, grade history, comparison, and data-health are all covered, and prerequisite text is preserved for planning. The main gap is any current-offering/section/seat lookup, which the descriptions disclaim but which agents will likely want for real course planning.