The tools mostly target distinct resources and actions. The only overlap is get_overview, which summarizes training load/recovery and may trigger sync, versus the specialized get_training_load, get_recovery_status, and sync_now; descriptions make the summary-vs-detail boundary clear enough.

All names use lowercase snake_case and are predominantly verb_noun patterns such as get_*, query_*, read_*, write_*, and create_*. sync_now is the only non-noun object but remains clear and consistent.

Nine tools is a good fit for a focused athlete-assistant surface. Each tool covers a distinct workflow, and there is no obvious redundancy or missing low-level utility.

Core read, sync, memory, and workout-creation workflows are covered. Notable gaps remain around the workout lifecycle (no update/delete and no explicit list/get workout) and plan mutation, though these may be delegated to platform MCPs.