LearnUs local MCP server
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TDQS
Scored across 16 tools
Tools mostly target distinct resource+action pairs (list courses, get assignment, list videos), and descriptions explicitly state when not to use them. However, several summary tools (learnus_get_overview, learnus_get_weekly_tasks, learnus_upcoming) and announcement/notification tools overlap in purpose, requiring careful reading to avoid misselection.
All tools use the learnus_ prefix and snake_case, with most following a verb_noun pattern (list_, get_, download_). Exceptions like learnus_upcoming and learnus_auth_status are minor deviations from the verb_noun convention. Consistent enough for predictability.
16 tools is slightly above the typical 3–15 range but justified by the breadth of LMS resources (courses, activities, assignments, videos, files, notifications, summaries). Each tool appears to serve a specific retrieval granularity, though the set is on the heavy side.
The surface covers course discovery, activity/assignment details, calendar, announcements, notifications, videos, files with download, and aggregated overviews. Missing grade retrieval or assignment submission, but those may be outside the stated retrieval scope; minor gaps only.