mengram

mengram is a MCP server by alibaizhanov that agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation.

Updated 2026-09-16

What is mengram?

mengram is a MCP server by alibaizhanov that agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation. It is listed under Knowledge & memory and has 204 GitHub stars.

TypeMcp server
Authoralibaizhanov
Repositoryalibaizhanov/mengram
Popularity204 GitHub stars
CategoryKnowledge & memory
SecurityLow risk (84/100)
Rank#404 of 4,418 MCP servers; #39 in Knowledge & memory
LicenseApache-2.0
Last commit2026-09-16
RunsLocally and in the cloud
LanguagePython
PlatformsmacOS, Windows, Linux

Is mengram safe to install?

mengram scores 84/100 on the MCPMods security check: Low risk. Things to review: sends your data to a cloud service. It passed 4 of 6 checks.

MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.

CheckResult
Community-built serverNote
Sends your data to a cloud serviceReview
No credentials mentionedPass
Read-only by descriptionPass
No code executionPass
Source on GitHubPass

How do I install mengram?

  1. Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
    https://github.com/alibaizhanov/mengram
  2. Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
    claude mcp add mengram -- <command from README>
    claude mcp add --transport http mengram <server-url>
  3. Check it connected. This lists your MCP servers and their status.
    claude mcp list

Or ask Claude to set it up

Paste this into Claude Code and it installs mengram for you:

Add the "mengram" MCP server from https://github.com/alibaizhanov/mengram to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.