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Agents tracked: 258 Downloads (7d): 219M up 6.1% GitHub stars: 5.5M VS Code installs: 148M Releases (7d): 285 Agent status: 1 with issues Updated Oct 8, 2026

mengram MCP server

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

Memory and agent tools ★ 204 GitHub starsv2.25.4Remote endpointUpdated Jul 20, 2026

Install

Remote (Claude Code)claude mcp add --transport http mengram https://mengram.io/mcp

From the server's registry entry. Many servers also need an API key or other settings: check the repository's README before you run it.

About this server

Registry nameio.github.alibaizhanov/mengram
Repositorygithub.com/alibaizhanov/mengram
Websitemengram.io
In the registry sinceJul 20, 2026
GitHub stars204

Listed from the official MCP Registry. We have not reviewed or tested this server; a local server runs code on your machine, so read the repository first.

Use it with

AI agents whose docs say they support MCP.

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