mengram
mengram is an MCP server. It reaches mengram. It needs MENGRAM_API_KEY to authenticate. Its repository has 204 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.
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.
Install
Read from mengram’s own README, close to verbatim -- not written by us, and not guessed.
pip install mengram-ai # or: npm install mengram-ai mengram try
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
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.
Common questions about mengram
- What does mengram do?
- 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.
- How do I install mengram?
- Its own README gives this command: pip install mengram-ai # or: npm install mengram-ai mengram try. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does mengram connect to, and what does it need?
- It reaches mengram. The credentials we found in its source are MENGRAM_API_KEY.
- Is mengram official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 204 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-09-16.
- What licence does mengram use?
- The repository declares the Apache-2.0 licence.