MaxGraph
Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
Install
Run one of the commands below, then add the client config underneath.
Dockerdocker run -i --rm ghcr.io/rumemory/maxgraph:0.36.0
About this server
MaxGraph is listed in the Knowledge & Memory category of the MCPNav directory. It is distributed as Docker and can be loaded by any client that speaks the Model Context Protocol.
Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.
Frequently asked questions
What is the MaxGraph MCP server?
MaxGraph is an MCP server by RuMemory. Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
How do I install MaxGraph?
Install it with: docker run -i --rm ghcr.io/rumemory/maxgraph:0.36.0. Then add the JSON config to your client's MCP settings and restart the client.
Is MaxGraph free to use?
The MCP server itself is free to install. The source is public on https://github.com/RuMemory/maxgraph. Any third-party API it calls (such as a search or maps API) may require its own key and billing.
Which clients support MaxGraph?
Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.