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Enables AI agents to build and query a private, on-device long-term memory through 15 MCP tools for storing decisions, searching past context, tracking entity state, merging duplicates, and resolving conflicts. Automatic hooks capture each prompt and inject relevant memories at session start, so context carries across sessions without leaving the machine.