MaxGraph
Rank #3,574io.github.RuMemory/maxgraph
Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.
What you can do with MaxGraph
MaxGraph is a Model Context Protocol (MCP) server published by RuMemory. It ranks #3,574 of 162,851 active servers on MCP Toplist, and its repository has 3 GitHub stars. MaxGraph is listed across 2 registries — Official MCP and Glama, with 22 tracked versions. It was first listed on Oct 12, 2026 and most recently updated on Oct 23, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What MaxGraph can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using MaxGraph
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
- MEMORY_TOKEN · required
Connect MaxGraph and confirm it works
claude mcp add maxgraph -e "MEMORY_TOKEN=<your MEMORY_TOKEN>" -- docker run -i --rm ghcr.io/rumemory/maxgraph:1.9.5Replace each placeholder with your own value before saving.
[mcp_servers.maxgraph]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/rumemory/maxgraph:1.9.5"]
[mcp_servers.maxgraph.env]
MEMORY_TOKEN = "<your MEMORY_TOKEN>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<your MEMORY_TOKEN>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<your MEMORY_TOKEN>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"maxgraph": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<your MEMORY_TOKEN>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<your MEMORY_TOKEN>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"maxgraph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/rumemory/maxgraph:1.9.5"
],
"env": {
"MEMORY_TOKEN": "<your MEMORY_TOKEN>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Oct 12, 2026
- Latest version published
- Oct 23, 2026
- Version history
- 22 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 29, 2026
- Official MCP ↗listed since Oct 14, 2026 · still listed
- Glama ↗listed since Oct 15, 2026 · still listed
Do you maintain MaxGraph? to correct or enrich this profile.
Available versions (22)
| Version | Published |
|---|---|
| 1.9.5 | Oct 23, 2026 |
| 0.50.4 | Oct 23, 2026 |
| 1.9.3 | Oct 23, 2026 |
| 1.9.2 | Oct 23, 2026 |
| 1.9.1 | Oct 23, 2026 |
| 1.9.0 | Oct 23, 2026 |
| 1.8.0 | Oct 23, 2026 |
| 1.7.0 | Oct 23, 2026 |
| 1.6.0 | Oct 23, 2026 |
| 1.4.7 | Oct 21, 2026 |
| 1.3.0 | Oct 20, 2026 |
| 1.2.9 | Oct 20, 2026 |
| 1.2.8 | Oct 20, 2026 |
| 1.2.2 | Oct 19, 2026 |
| 1.2.0 | Oct 19, 2026 |
| 1.1.1 | Oct 19, 2026 |
| 0.50.2 | Oct 18, 2026 |
| 0.48.0 | Oct 17, 2026 |
| 0.47.0 | Oct 17, 2026 |
| 0.45.1 | Oct 17, 2026 |
| 0.45.0 | Oct 17, 2026 |
| 0.44.0 | Oct 17, 2026 |
Ranks ahead of 159,277 of 162,851 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.RuMemory%2Fmaxgraph)<a href="https://mcptoplist.com/server/io.github.RuMemory%2Fmaxgraph"><img src="https://mcptoplist.com/badge/io.github.RuMemory%2Fmaxgraph.svg" alt="MCP Toplist: Top 5% of 162,851" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MaxGraph?
- MaxGraph is maintained by RuMemory, which publishes 1 MCP server (22 total versions) tracked on MCP Toplist.
- Is MaxGraph listed on the Official MCP Registry?
- Yes — MaxGraph is listed on the Official MCP Registry, alongside Glama.
- How many versions does MaxGraph have?
- MCP Toplist tracks 22 versions of MaxGraph, most recently published on Oct 23, 2026.
- Where can I find the source code for MaxGraph?
- The source code for MaxGraph is hosted at github.com/RuMemory/maxgraph.
Do you run this server?
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