Tools are grouped into clear domains: context, memory, skill, and failure, which makes their purposes generally obvious. A few retrieval tools like memory_read, memory_list, and memory_search have overlapping connotations, but their descriptions specify distinct lookup modes.

All tool names follow a consistent lowercase snake_case verb_noun pattern, such as memory_write, context_set, skill_register, and failure_record. Each domain uses predictable verbs, so the naming convention is uniform and scannable.

23 tools is on the higher end and feels slightly heavy, but the server covers four distinct subdomains that each need CRUD, search, and stats operations. The count is reasonable given the combined scope, though it could be tightened.

Each core domain has solid coverage: create, read, list, search, and delete/update where expected. Minor gaps exist, such as no memory update, no single-key context delete, and no skill unregister, but agents can generally work around these.