MCP Vetted

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.

Repository
alibaizhanov/mengram
Stars
181
Last push
2026-06-17
License
Apache-2.0
Category
AI & ML

Score breakdown — how scoring works

  • Maintenance

    25.5 / 30
    • Pushed within 45 days15 days ago+25.5

  • Adoption

    13.1 / 25
    • GitHub stars (no package published — stars weighted fully)181+13.1

  • Documentation

    25 / 25
    • Comprehensive README (6,000+ chars)18196 chars+10
    • Install / setup instructionsyes+6
    • Tools / capabilities documentedyes+5
    • Code or client-config exampleyes+4

  • Trust signals

    7 / 20
    • OSS license declaredApache-2.0+7
    • First-party vendor implementationno+0
    • DNS-verified registry namespaceno+0
    • Listed in official MCP Registryno+0
    • Owned by an organizationno+0

Install

From sourcegit clone https://github.com/alibaizhanov/mengram

No package published to a registry — see the README for setup instructions.

Always review a server's code and required credentials before connecting it to your MCP client. MCP Vetted scores public metadata — it does not audit code for malicious behavior (yet). Methodology →

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