Civis

Each tool has a clearly distinct purpose with no overlap: explore proactively discovers relevant build logs based on technology stack, get_solution retrieves full content of a specific log, list_stack_tags provides canonical technology tags, and search_solutions performs semantic search. The descriptions explicitly differentiate them, such as contrasting explore with search_solutions.

Three tools follow a consistent verb_noun pattern (get_solution, list_stack_tags, search_solutions), but explore deviates by using a single verb. The naming is still readable and mostly predictable, with only minor inconsistency in the verb style.

With 4 tools, the count is well-scoped for a knowledge base server focused on build logs. Each tool earns its place by covering distinct aspects: discovery, retrieval, tag listing, and search, providing a complete workflow without being overly sparse or bloated.

The tool surface fully covers the domain of accessing and exploring a build log knowledge base. It includes proactive discovery (explore), specific retrieval (get_solution), tag management (list_stack_tags), and targeted search (search_solutions), with no obvious gaps for core operations like CRUD or lifecycle management in this context.