alibaizhanov / MCP Servers · Official registry

mengram

Name: alibaizhanov/mengram
Author: alibaizhanov

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.

204 stars
35 forks
25 open issues
Language: Python
License: Apache-2.0
updated 1mo ago

Install in Claude View on GitHub

Install

remote

Terminal

claude mcp add --transport http mengram https://mengram.io/mcp

.mcp.json (project scope)

{
  "mcpServers": {
    "mengram": {
      "type": "http",
      "url": "https://mengram.io/mcp"
    }
  }
}

Remote server, no local binary. If it asks for credentials, follow the provider's README.

Settings > Connectors > Add custom connector: paste this URL

https://mengram.io/mcp

Remote server, no local binary. If it asks for credentials, follow the provider's README.

~/.cursor/mcp.json

{
  "mcpServers": {
    "mengram": {
      "url": "https://mengram.io/mcp"
    }
  }
}

Remote server, no local binary. If it asks for credentials, follow the provider's README.

Run the command in your terminal (Claude Code), or add the URL as a connector (Claude Desktop) or in mcp.json (Cursor).
Authorise access when the client asks.
Restart the session: the server's tools show up automatically.

README

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.

Use cases

AI / ML

Topics

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

Frequently asked

What people ask about mengram

What is alibaizhanov/mengram?

alibaizhanov/mengram is mcp servers for the Claude AI ecosystem. 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. It has 204 GitHub stars and its last recorded update is dated 2026-09-16.

How do I install mengram?

You can install mengram by cloning the repository (https://github.com/alibaizhanov/mengram) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is alibaizhanov/mengram safe to use?

Our security agent has analyzed alibaizhanov/mengram and assigned a Trust Score of 92/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains alibaizhanov/mengram?

alibaizhanov/mengram is maintained by alibaizhanov. The last recorded GitHub activity is dated 2026-09-16, with 25 open issues.

Are there alternatives to mengram?

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

Project homepage

https://mengram.io