alibaizhanov/mengram

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

ai-agents ai-memory cognitive-profile crewai episodic-memory langchain llm mcp-server memory-layer procedural-memory rag semantic-memory

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Languages

Python65.5%HTML25.6%TypeScript4.1%JavaScript3.6%CSS0.7%Shell0.5%Dockerfile0.0%Procfile0.0%

Contributors

Apache License 2.0

Created February 10, 2026

Updated March 17, 2026