aisafety-mcp
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TDQS
Scored across 11 tools
Each tool targets a distinct resource category (jobs, events, funding, etc.), so most are clearly separable. However, a few boundaries blur: search_training (fellowships/courses) overlaps with search_courses (self-study courses), and search_communities (meetups) overlaps with search_events (meetups), which could cause misselection.
All 11 tools follow a uniform search_<noun> snake_case pattern, including multi-word variants like search_founder_resources and search_media_channels. The naming is fully predictable and readable.
11 tools is well within the ideal 3-15 range and maps naturally to the distinct resource categories offered by the aisafety.com API. Each tool earns its place with a clear one-to-one endpoint correspondence.
The set covers all major directory categories (resources, communities, organizations, events, training, jobs, funding, courses, advisors, media, projects), providing broad search coverage. It lacks detail-retrieval tools (e.g., get by ID) and any pagination/filtering affordances, but these are minor gaps for a search-oriented directory.