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Scored across 15 tools
Tools are mostly distinct by resource and action (sessions vs hypotheses vs reviews vs matches). Minor overlap between session_pause/session_abort and hypothesis_record/review_record, but descriptions are detailed enough to avoid misselection.
Most tools follow a noun_verb pattern (session_list, hypotheses_list, hypothesis_get, review_record), but session_resume, session_start, session_pause, session_abort are verb-first. doctor breaks the pattern entirely. Consistent within each resource group, mixed across groups.
15 tools for a complex scientific research orchestration server. Each tool maps to a distinct lifecycle step: session management (7), hypothesis operations (4), review/match/feedback (3), overview (1), cost estimation (1), diagnostics (1). Well-scoped for the complexity.
Covers the full session lifecycle (start, poll, pause, resume, abort), hypothesis CRUD (list, get, record), review and tournament operations. Missing explicit update/delete for hypotheses or sessions, but the domain (adding to a persistent tournament) doesn't require them. Overview_get exists only after finalization; no explicit wait/finalize tool but polling covers it.