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Scored across 40 tools
Most tools have clearly distinct purposes, such as get_card vs get_card_prices vs summarize_card_value, and search_cards vs search_card_by_name vs find_card_by_number. The only notable overlap is between identify_card_from_image and analyze_pokemon_card, but the description explicitly directs users to prefer analyze_pokemon_card, reducing confusion.
Tool names follow a consistent verb_noun snake_case pattern throughout, e.g., list_sets, search_cards, get_set_prices, add_collection_item. There are no mixed conventions or unpredictable naming styles, making the tool set highly predictable.
With 40 tools, the count is well above the typical well-scoped range and falls into the 'too many' category per calibration. While the domain is broad (catalog, pricing, collection, watchlist, image analysis), many tools could be consolidated, such as the multiple identify variants and several price-comparison tools.
The tool surface provides comprehensive coverage for a Pokémon card wallet application: card search, pricing, set details, collection CRUD, watchlist management, image identification, and market comparisons. There are no obvious gaps in core lifecycles, and batch operations are included where useful.