Nexus MCP
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TDQS
Scored across 19 tools
The four synthesis tools (daily_briefing, weekly_briefing, workload_analysis, what_should_i_do_next) pull from largely the same underlying data (due work, overdue work, events, announcements) and could easily be mis-selected. submission_status also overlaps with the status already returned by upcoming_assignments and assignment_details. Descriptions do distinguish them somewhat, but the boundaries between the aggregate tools remain fuzzy.
Everything is snake_case, which is good, but the pattern is mixed: some tools are verb_noun (get_material, get_course, list_courses, search_course_materials) while many are bare noun phrases (upcoming_events, recent_announcements, daily_briefing, grade_history). Readable but inconsistent verb conventions.
19 tools is on the heavy side but each targets a recognizable piece of the student workflow (courses, assignments, grades, materials, events). A few synthesis tools are redundant with each other, keeping it from being ideal, but the count is defensible for the scope.
The surface covers the read-only student domain well: courses, assignments, submissions, grades, materials, events, announcements, and status/auth. Minor gaps (e.g. quiz/forum participation detail, any write/submit actions) exist but are not blocking for the apparent read/advice purpose.