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Most tools have distinct purposes, with clear separation between agent management (agent_*) and knowledge base operations (kb_*). However, some overlap exists: kb_initialize and mcp_instruct_onboarding both handle setup, and kb_get_context vs kb_get_all might cause confusion about which provides LLM-ready data. Descriptions help clarify, but minor ambiguity remains.

Tool names follow a highly consistent snake_case pattern with clear verb_noun structure throughout. All agent tools use 'agent_' prefix and all knowledge base tools use 'kb_' prefix, making them easily scannable and predictable. No deviations in naming conventions are present.

27 tools is borderline heavy for the apparent scope of agent management and knowledge base operations. While the domain justifies multiple tools, the count feels excessive with many specialized get/update operations that could potentially be consolidated. It may overwhelm agents with choice without proportional utility gain.

The tool surface provides comprehensive coverage for both domains. Agent management includes activation, switching, listing, and tool access. Knowledge base operations cover full CRUD lifecycle (add, get, update, remove, search), import/export, onboarding, and specialized access by category. No obvious gaps exist for the stated purposes.