AgentLore

Each tool has a clearly distinct purpose with no significant overlap. For example, 'get_entry' retrieves full entries, 'get_section' gets specific parts, 'search' finds matches across the knowledge base, and 'find_skills' locates skill cards—all serving unique functions. The descriptions reinforce these distinctions, making tool selection unambiguous.

Tool names follow a consistent verb_noun pattern throughout, such as 'get_entry', 'list_domains', 'search', 'submit_knowledge', and 'verify_claim'. There are no deviations in style (e.g., no camelCase or mixed conventions), ensuring predictability and readability across all tools.

With 12 tools, the count is well-scoped for a knowledge base server, covering core operations like retrieval (get_entry, search), management (submit_knowledge, verify_claim), and domain-specific functions (find_skills, report_skill_outcome). Each tool earns its place without feeling excessive or insufficient for the domain.

The tool set provides complete CRUD/lifecycle coverage for a knowledge base domain: creation (submit_knowledge), retrieval (get_entry, search, list_domains), update (verify_claim, report_skill_outcome), and deletion (implied through verification/dispute). It includes specialized functions like fact timelines and skill management, leaving no obvious gaps for agent workflows.