Mengram – AI memory API with semantic, episodic, and procedural memory types

Summary: Mengram is an AI memory API that captures semantic facts, episodic events, and procedural workflows in a single call. It tracks task completion steps to optimize future executions with success and failure data. The API integrates with Claude, LangChain, CrewAI, and OpenClaw and is free and open-source under Apache 2.0.

What it does

Mengram extracts three memory types—facts, events, and learned workflows—automatically from one API call. It records task steps to enable AI agents to follow optimized procedures on subsequent runs.

Who it's for

Developers building AI agents requiring comprehensive memory management across facts, events, and procedural knowledge.

Why it matters

It addresses the limitation of memory tools that only store facts by enabling AI to remember and improve task workflows over time.