alphaportal-mcp
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TDQS
Scored across 15 tools
Most tools target distinct resources (students, schools, notifications, requests, bus location) with clear separation. The main overlap is get_student and get_student_stops, since the former already includes stops, but the descriptions clarify that get_student_stops is the focused stop-level detail.
The alphaportal_ prefix and snake_case verb_noun pattern are used consistently across nearly all tools, with clear verbs like list, get, set, and edit. The one deviation is alphaportal_session_status, which uses a noun phrase instead of a verb_noun form, though it remains recognizable.
At 15 tools, the count is at the upper end of the well-scoped range, but each tool serves a distinct and legitimate purpose for the AlphaPortal domain. There is no redundancy, and the set covers account context, students, schools, notifications, bus tracking, reports, and settings without feeling bloated.
The tool surface covers the core read-heavy workflows well: student transportation details, stops, bus location, notifications, and account context. Minor gaps exist, such as no way to retrieve a student's current notification preferences before setting them and no individual request detail endpoint, but agents can work around these using dry-runs and list endpoints.