mcp-academy
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TDQS
Scored across 21 tools
There is a noticeable overlap between academy_search and the generic 'search', as well as between academy_lesson, academy_tutor_context, and academy_tutor, which could confuse an agent about which tool to use for teaching. However, descriptions provide some clarity, and most tools target distinct actions (list vs. get vs. submit vs. review). Overall, the overlap is limited to a few pairs.
Most tools follow a consistent pattern: academy_<verb> (e.g., academy_welcome, academy_levels, academy_lessons, academy_lesson). A few deviations exist, such as 'search' and 'fetch' without the academy_ prefix, and 'academy_progress_complete' which has a different verb order. Nonetheless, the naming is generally predictable and readable.
With 21 tools, the count is on the higher end for the domain but not extreme. The server covers a curriculum, user progress, quizzes, reviews, and certificates, so many actions are justified. However, some duplication (search/fetch, lesson vs. tutor context) suggests it could be trimmed to around 15-18 tools, making it slightly over-scoped.
The surface covers the main workflows: browsing content, taking lessons, searching, tracking progress, completing lessons, quizzes, reviews, and certificates. Notable missing operations include leaving lesson feedback or updating user profile, but those are minor. The coverage is strong for a curriculum server, with no critical dead ends.