Most tools have clear resource+action targets, but create_entry vs create_changelog_entry vs create_comment blur together, and update_service (status change creates a changelog atomically) overlaps conceptually with create_changelog_entry (records a status transition atomically). The read tools (get_status, get_context, get_profile, get_changelog) are distinguishable but adjacent enough to require careful reading.

All ten tools follow a clean verb_noun snake_case pattern (get_, create_, update_, list_). The only mild quirk is that create_entry doesn't name the entity type the way create_changelog_entry and create_service do, but the convention itself is unbroken.

Ten tools is well within the ideal range, and each maps to a plausible operation (read profile/status/context, manage services, manage changelog and entries, comment). No filler or redundant wrappers.

The service and changelog surfaces are reasonably covered, but there is no read/list for entries or comments (only creation), no delete or update for entries/changelog, and no delete_service. Agents attempting to inspect or clean up created data will hit dead ends.