Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
To add MaxGraph to Claude, run the install command below. Restart Claude Code after adding it and its tools show up in your next conversation. It needs one environment variable, listed below.
Install
docker run -i --rm ghcr.io/rumemory/maxgraph:1.9.5Environment variables
MEMORY_TOKENSet in your MCP configWhat this does
MaxGraph exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.
Requirements
This server needs the following environment variables to be set before it can run:
MEMORY_TOKEN
Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).
Frequently asked questions
How do I install MaxGraph?
The install section on this page carries the maker's install command for MaxGraph, as submitted. Restart your client afterwards and the tools appear in your next conversation.
Which clients work with MaxGraph?
This page carries setup and config for Claude Code. Any other MCP client that accepts a standard server config can connect to MaxGraph as well.
Does MaxGraph need an API key?
Yes. Before it can run, set this environment variable: MEMORY_TOKEN. They go in the env block of your MCP config.
Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.
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