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Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
MaxGraph is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 76/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding MaxGraph to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
docker run -i --rm ghcr.io/rumemory/maxgraph:1.9.5Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-23T15:31:05.704709Z",
"publishedAt": "2026-10-23T15:31:05.704709Z",
"statusChangedAt": "2026-10-23T15:31:05.704709Z"
}
},
"server": {
"name": "io.github.RuMemory/maxgraph",
"icons": [
{
"src": "https://raw.githubusercontent.com/RuMemory/maxgraph/master/docs/assets/logo-400.png",
"sizes": [
"400x400"
],
"mimeType": "image/png"
}
],
"title": "MaxGraph",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "1.9.5",
"packages": [
{
"transport": {
"url": "http://localhost:8787/mcp",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"value": "Bearer {MEMORY_TOKEN}",
"isSecret": true,
"isRequired": true,
"description": "Access token, same value as the MEMORY_TOKEN env var below"
}
]
},
"identifier": "ghcr.io/rumemory/maxgraph:1.9.5",
"registryType": "oci",
"environmentVariables": [
{
"name": "MEMORY_TOKEN",
"isSecret": true,
"isRequired": true,
"description": "Access token for the server (choose any strong value; the dashboard and MCP clients use the same one)"
}
]
}
],
"repository": {
"id": "1416005765",
"url": "https://github.com/RuMemory/maxgraph",
"source": "github"
},
"websiteUrl": "https://rezon-ai.ru",
"description": "Self-hosted persistent memory for AI agents: knowledge graph and hybrid search."
}
}