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Scored across 8 tools
Each tool targets a distinct read-only fragrance discovery step: lookup, search, dupes, similar scents, recommendations, comparison, trends, and a now-oriented suggestion. There is minor overlap between get_recommendations and what_to_wear_tonight, and between find_similar and find_dupes, but the descriptions clarify their different inputs and intents.
Most tool names follow a readable snake_case action_noun pattern such as get_fragrance, search_fragrances, and compare_fragrances. The main deviations are trending_fragrances and what_to_wear_tonight, which are still understandable but break the consistent verb-first pattern.
Eight tools is a well-balanced size for a fragrance discovery server. Each tool covers a meaningful step in the experience—exploring, understanding, comparing, recommending, and discovering—without unnecessary duplication.
The tool set covers the core discovery loop thoroughly: search the catalog, fetch details, compare fragrances, find alternatives, get personalized recommendations, check trends, and get a contextual suggestion. Any omitted write-oriented operations are outside the server's apparent read-only scope.