Claude Skill
alibaizhanov/mengram
Mengram provides human-like memory for AI agents with semantic, episodic, and procedural memory. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Overview
Repository
Install this Skill
pip install mengram-ai # or: npm install mengram-aiRegistry
pip install mengram-ai # or: npm install mengram-aipip install mengram-ainpm install mengram-ai
Summary
Mengram provides human-like memory for AI agents, supporting semantic, episodic, and procedural memory types. It features experience-driven procedures that learn from failures, and offers a free API, Python & JS SDKs, along with integrations for LangChain, CrewAI, and OpenClaw.
为AI代理赋予类人记忆——语义记忆、情景记忆与程序记忆。基于经验驱动的程序，能从失败中学习。提供免费API、Python与JS软件开发工具包，并集成LangChain、CrewAI及OpenClaw。
Key features
- Three memory types: semantic, episodic, and procedural
- Experience-driven procedures that learn from failures
- Free API with Python & JS SDKs
- Integrations with LangChain, CrewAI, and OpenClaw
Use cases
- Building AI agents with persistent memory
- Enhancing RAG pipelines with episodic recall
- Creating adaptive workflows that improve over time
- Developing cognitive profiles for personalized AI interactions
README excerpt
<div align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://img.shields.io/badge/Mengram-a855f7?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAxMjAgMTIwIj48cGF0aCBkPSJNNjAgMTYgUTkyIDE2IDk2IDQ4IFExMDAgNzggNzIgODggUTUwIDk2IDM4IDc2IFEyNiA1OCA0NiA0NiBRNjIgMzggNzAgNTIgUTc2IDY0IDYyIDY4IiBmaWxsPSJub25lIiBzdHJva2U9IiNmZmYiIHN0cm9rZS13aWR0aD0iOCIgc3Ryb2tlLWxpbmVjYXA9InJvdW5kIi8+PGNpcmNsZSBjeD0iNjIiIGN5PSI2OCIgcj0iOCIgZmlsbD0iI2ZmZiIvPjwvc3ZnPg=="> <img alt="Mengram" src="https://img.shields.io/badge/Mengram-a855f7?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAxMjAgMTIwIj48cGF0aCBkPSJNNjAgMTYgUTkyIDE2IDk2IDQ4IFExMDAgNzggNzIgODggUTUwIDk2IDM4IDc2IFEyNiA1OCA0NiA0NiBRNjIgMzggNzAgNTIgUTc2IDY0IDYyIDY4IiBmaWxsPSJub25lIiBzdHJva2U9IiNmZmYiIHN0cm9rZS13aWR0aD0iOCIgc3Ryb2tlLWxpbmVjYXA9InJvdW5kIi8+PGNpcmNsZSBjeD0iNjIiIGN5PSI2OCIgcj0iOCIgZmlsbD0iI2ZmZiIvPjwvc3ZnPg=="> </picture> ### Give your AI agents memory that actually learns [](https://github.com/alibaizhanov/mengram/stargazers) [](https://pypi.org/project/mengram-ai/) [](https://www.npmjs.com/package/mengram-ai) [](LICENSE) [](https://pypi.org/project/mengram-ai/) [](https://github.com/alibaizhanov/mengram/commits/main) **[Website](https://mengram.io)** · **