mengram

alibaizhanov/mengram

★ 167 stars Python 🤖 AI/LLM Updated 2d ago

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

View on GitHub →

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "mengram": {
      "command": "uvx",
      "args": [
        "mengram"
      ]
    }
  }
}

Or install with pip: pip install mengram

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+PGNpcmNsZSBjeD0iNjIiI

Topics

agent-memoryai-agentsai-memoryclaude-desktopcognitive-architecturecoherecursor-aiepisodic-memoryknowledge-graphletta-alternativellm-memorymcp-servermem0-alternativemodel-context-protocolmultilingual-embeddings

mengram

Quick Install

README Excerpt

Topics

Related AI/LLM Servers