Each tool has a clearly distinct purpose with no overlap: get_publisher_info focuses on publishers, get_skill_details on individual skills, get_trending_skills on trending lists, list_categories on categories, and search_skills on keyword-based discovery. The descriptions reinforce these boundaries, making misselection unlikely.

All tool names follow a consistent verb_noun pattern using snake_case (e.g., get_publisher_info, search_skills). The verbs are descriptive and uniform across the set, with no deviations in style or convention.

With 5 tools, this server is well-scoped for a marketplace discovery service. Each tool earns its place by covering distinct aspects of browsing and querying skills, publishers, and categories, without being overly sparse or bloated.

The tool set provides comprehensive read-only coverage for exploring a skill marketplace, including publishers, skills, categories, and search. A minor gap exists in the lack of tools for installing or managing skills, but agents can still perform discovery tasks effectively.