mengram

41/100

⭐ 171 stars 🔀 26 forks 🔧 Python 📄 Apache-2.0 🕐 2026-05-21

🤖 AI/MLagent-memoryai-agentsai-memoryclaude-desktopcognitive-architecturecoherecursor-aiepisodic-memory

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.

📊 Score Breakdown

Recency9/20

Documentation6/15

Tests4/10

Auth/Security4/10

Star Velocity6/15

Security Audit6/15

Install Docs6/15

Language: Python

⚡ Install

# Clone and install
git clone https://github.com/alibaizhanov/mengram
cd mengram
npm install  # or: pip install -r requirements.txt

View on GitHub → 📖 README 🐛 Issues Browse All Servers

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About mengram — mengram is a 🤖 AI/ML MCP server with a quality score of 41/100 (D grade). It has ⭐171 GitHub stars, 🔀26 forks, and is written in Python. 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.

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