Related Servers

Each tool has a clearly distinct purpose with no overlap: health check, memory CRUD operations, feedback, import/export, recall, search, preference management, session listing, and status reporting. The descriptions make it unambiguous which tool to use for each task.

All tools follow a consistent 'aiana_' prefix with descriptive snake_case naming (e.g., aiana_memory_add, aiana_session_list). The pattern is uniform across all 11 tools, making them predictable and easy to understand.

With 11 tools, this server is well-scoped for its memory management domain. It covers essential operations like add, delete, recall, search, import/export, and status checks without being overwhelming or sparse.

The toolset provides complete coverage for memory lifecycle management: creation (add), retrieval (recall, search), update (feedback, preference_add), deletion, import/export, and monitoring (health, status). No obvious gaps exist for the stated purpose.