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Living Memory Architecture for Autonomous AI Agents Memory is not a feature of the agent. Memory is the agent. Mnemos replaces passive note-storage with active, living memory that encodes at varying depths, forgets naturally, predicts what it'll need, and changes its memories every time it touches them. Mnemos is a complete agent cognition system — not just a memory library. It provides persistent identity, living memory, autonomous maintenance crons, a cognitive substrate, and cross-agent awareness. Together, these layers give an AI agent continuous selfhood across sessions. Built as an MCP server with 7 tools. SQLite-backed. No external services required — optional LLM integration for richer consolidation.