westlake
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TDQS
Scored across 82 tools
Most tools are separated by domain prefixes (sis_, canvas_, sport_, etc.), and descriptions clarify specific resources. However, several content-retrieval tools overlap heavily: site_content, hosts_content, site_detail, site_search, wiki_search, wiki_page, and the program_* course tools can be confused without careful reading. find_capability partly mitigates this, but boundaries remain fuzzy in places.
The set overwhelmingly uses snake_case with domain prefixes, making tool families predictable. Minor deviations such as booking_recommend, instrument_search, find_capability, and contact_info lack the otherwise consistent prefix scheme, but these are exceptions rather than the norm.
The server covers a genuinely broad campus ecosystem, so many tools are expected. Still, 82 tools is excessive for an agent-facing set and creates a large selection burden, especially with multiple overlapping content and program tools that could be consolidated.
Coverage is unusually broad across SIS, Canvas, library, printing, sports, career, campus services, research, and academic resources, with write operations for key workflows such as Canvas submission and printing. Gaps remain, such as SIS course-enrollment writes and some library/catalog interactions, but agents have many workarounds.