Graph-MIND
Rank #1,408io.github.goyohan0611-png/graph-mind
Shared memory for Claude Code, Codex, Cursor, Gemini CLI and more, kept verbatim on your own PC.
What you can do with Graph-MIND
Graph-MIND is a Model Context Protocol (MCP) server published by goyohan0611-png. It ranks #1,408 of 154,757 active servers on MCP Toplist, and its repository has 4 GitHub stars. Graph-MIND is listed across 2 registries — Official MCP and Glama, with 43 tracked versions. It was first listed on Oct 8, 2026 and most recently updated on Oct 20, 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 Graph-MIND 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 Graph-MIND
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 21, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Graph-MIND and confirm it works
claude mcp add graph-mind -- uvx graph-mind-memory[mcp_servers.graph-mind]
command = "uvx"
args = ["graph-mind-memory"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"graph-mind": {
"command": "uvx",
"args": [
"graph-mind-memory"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"graph-mind": {
"command": "uvx",
"args": [
"graph-mind-memory"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"graph-mind": {
"type": "stdio",
"command": "uvx",
"args": [
"graph-mind-memory"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"graph-mind": {
"command": "uvx",
"args": [
"graph-mind-memory"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"graph-mind": {
"command": "uvx",
"args": [
"graph-mind-memory"
]
}
}
}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 8, 2026
- Latest version published
- Oct 20, 2026
- Version history
- 43 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 21, 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 21, 2026
- Official MCP ↗listed since Oct 8, 2026 · still listed
- Glama ↗listed since Oct 15, 2026 · still listed
Do you maintain Graph-MIND? to correct or enrich this profile.
Available versions (43)
| Version | Published |
|---|---|
| 0.9.15 | Oct 20, 2026 |
| 0.9.14 | Oct 20, 2026 |
| 0.9.13 | Oct 20, 2026 |
| 0.9.12 | Oct 20, 2026 |
| 0.9.11 | Oct 20, 2026 |
| 0.9.10 | Oct 20, 2026 |
| 0.9.9 | Oct 20, 2026 |
| 0.9.8 | Oct 19, 2026 |
| 0.9.7 | Oct 19, 2026 |
| 0.9.6 | Oct 19, 2026 |
| 0.9.5 | Oct 19, 2026 |
| 0.9.4 | Oct 19, 2026 |
| 0.9.3 | Oct 18, 2026 |
| 0.9.2 | Oct 18, 2026 |
| 0.9.1 | Oct 18, 2026 |
| 0.9.0 | Oct 16, 2026 |
| 0.8.0 | Oct 14, 2026 |
| 0.7.0 | Oct 13, 2026 |
| 0.6.4 | Oct 12, 2026 |
| 0.6.3 | Oct 12, 2026 |
| 0.6.2 | Oct 12, 2026 |
| 0.6.1 | Oct 12, 2026 |
| 0.6.0 | Oct 12, 2026 |
| 0.5.5 | Oct 12, 2026 |
| 0.5.4 | Oct 12, 2026 |
| 0.5.3 | Oct 12, 2026 |
| 0.5.2 | Oct 12, 2026 |
| 0.5.1 | Oct 12, 2026 |
| 0.5.0 | Oct 12, 2026 |
| 0.4.0 | Oct 12, 2026 |
| 0.3.4 | Oct 12, 2026 |
| 0.3.3 | Oct 12, 2026 |
| 0.3.2 | Oct 12, 2026 |
| 0.3.1 | Oct 8, 2026 |
| 0.3.0 | Oct 8, 2026 |
| 0.2.1 | Oct 8, 2026 |
| 0.2.0 | Oct 8, 2026 |
| 0.1.5 | Oct 8, 2026 |
| 0.1.4 | Oct 8, 2026 |
| 0.1.3 | Oct 8, 2026 |
| 0.1.2 | Oct 8, 2026 |
| 0.1.1 | Oct 8, 2026 |
| 0.1.0 | Oct 8, 2026 |
Ranks ahead of 153,349 of 154,757 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.goyohan0611-png%2Fgraph-mind)<a href="https://mcptoplist.com/server/io.github.goyohan0611-png%2Fgraph-mind"><img src="https://mcptoplist.com/badge/io.github.goyohan0611-png%2Fgraph-mind.svg" alt="MCP Toplist: Top 1% of 154,757" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Graph-MIND?
- Graph-MIND is maintained by goyohan0611-png, which publishes 1 MCP server (43 total versions) tracked on MCP Toplist.
- Is Graph-MIND listed on the Official MCP Registry?
- Yes — Graph-MIND is listed on the Official MCP Registry, alongside Glama.
- How many versions does Graph-MIND have?
- MCP Toplist tracks 43 versions of Graph-MIND, most recently published on Oct 20, 2026.
- Where can I find the source code for Graph-MIND?
- The source code for Graph-MIND is hosted at github.com/goyohan0611-png/graph-mind.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.