Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain & CrewAI integrations.

Muscle memory for Claude, OpenClaw, and AI agents. Zero-cost Hebbian memory system — learns which files matter through co-access patterns, predicts what you need next.

Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memory storage with YAML frontmatter, bi-temporal tracking, and proactive hooks. No dependencies - just markdown files and git.

📚 Practical guide to context engineering for AI agents. Why context fails, how memory works, and techniques that actually help.

Self-Learning Security Operations Center

Build and manage persistent memory for AI agents by enhancing workspace indexing to ensure directive compliance and accurate behavior.