Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
Connect Runs on your machine
claude mcp add maxgraph -e MEMORY_TOKEN=<MEMORY_TOKEN> -- docker run -i --rm ghcr.io/rumemory/maxgraph:1.9.5
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<MEMORY_TOKEN>"
}
}
}
}
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<MEMORY_TOKEN>"
}
}
}
}
{
"servers": {
"maxgraph": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<MEMORY_TOKEN>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
MEMORY_TOKENRequired, secret | Access token for the server (choose any strong value; the dashboard and MCP clients use the same one) |
Details
| Package | ghcr.io/rumemory/maxgraph:1.9.5 (OCI, streamable-http) |
| First published | 23 Oct 2026 |
| Last updated | 23 Oct 2026 |
| Registry name | io.github.RuMemory/maxgraph |
More ai and media servers See all
Listing data from the official MCP registry. Status and tools from NestDaddy's daily check. Browse all MCP servers.
