Each tool targets a distinct workflow stage: show discovery, show profile viewing, episode search within tracked shows, tracking state updates, and next-episode recommendation. The descriptions clearly separate show-level search from episode-level search, so there is little risk of selecting the wrong tool.

show_search and episode_search follow a consistent entity_search pattern, but show_profile uses entity_noun, tracking_update uses action-based naming, and watch_next is a verb phrase. All names are readable, but the set mixes naming conventions rather than following a uniform verb_noun or object_action pattern.

Five tools is well-scoped for a personal TV tracking server: discovery, detail, search, state mutation, and recommendation are each covered by one focused tool. No tool feels redundant or missing from the core set.

The main tracking workflow is mostly covered, but there is no explicit way to list all tracked shows, which is a notable gap for a tracking server. An agent would have to rely on broad searches or the watch_next recommendation to reconstruct the user's watchlist, creating potential dead ends.