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Scored across 14 tools
Tools are largely distinct with clear purposes, but there is some potential overlap between search_medical_info and search_medical_concepts (both retrieve medical knowledge) and between get_mole_analysis and classify_lesion_features (both describe ABCDE features). However, the descriptions clarify the differences—one is for stored mole records, the other for supplied lesion features.
All tool names follow a consistent snake_case verb_noun pattern (e.g., get_user_moles, search_medical_info, lookup_medical_concept). The verbs (get, search, compare, lookup, map, assess, classify) are specific and the pattern is uniform, making the API predictable.
14 tools is well within the ideal 3-15 range and each tool serves a distinct function within the skin health education domain. The scope feels appropriately sized—not too sparse, not overwhelming.
The tool set covers the core workflows: viewing user mole data, analyzing changes, retrieving medical info, looking up concepts, mapping codes, and understanding risk factors. A minor gap is the lack of tools for adding/updating mole records, but given the educational (non-CRUD) purpose, this is acceptable. Also, there is no explicit 'get_mole_photo' tool, though compare_moles implies photo access.