Related Servers

Most tools have distinct purposes, but some overlap exists in search functionality (search_memories_advanced, search_memories_similarity, search_memories_text) which could cause confusion about which to use for different query types. The memory retrieval tools (get_memory, get_memory_clusters, get_working_memories) are well differentiated by their specific targets.

All tool names follow a consistent verb_noun pattern with snake_case throughout, such as 'activate_cluster', 'create_memory', and 'get_memory_health'. This predictability makes the tool set easy to navigate and understand at a glance.

With 24 tools, the count feels heavy for a memory management system, bordering on excessive. While the domain is complex, some tools could potentially be consolidated (e.g., the three search variants) to reduce cognitive load without losing functionality.

The tool set provides comprehensive coverage for memory lifecycle management, including creation, retrieval, search, relationships, clustering, maintenance (cleanup, archive, prune), and analytics (health, insights, themes). No obvious gaps are present for the stated AGI memory domain.