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 & OpenClaw integrations.

178 starsPythonApache-2.0ai-agentsai-memoryepisodic-memorymcp-server

REVIEWED75/100

Scanned 2026-06-21 · deepseek v1

Dimension breakdown

Security

45/100

7 findings

Quality

85/100

No findings

License

95/100

No findings

Completeness

85/100

No findings

Findings (7)

HIGH: 2MEDIUM: 3LOW: 1INFO: 1

HIGHsecurityHardcoded API key in examples
HIGHsecurityPotential command injection in CLI commands
MEDIUMsecurityInsecure HTTP usage in examples
MEDIUMsecurityUnvalidated file upload
MEDIUMsecurityInsecure import functionality

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