Graph-MIND MCP Server

by goyohan0611-png Your server? Claim it

local only

Graph-MIND runs on your own machine — the client starts it, so there is no endpoint to ping. 3 394 installs a week from pypi. Last commit 8 Oct 2026.

Local-first memory for Claude Code, Codex and Claude Desktop, kept verbatim on your own PC.

Installs per day peak 2 745 · avg 113

a month agotoday

3 394

Installs / week

pypi · graph-mind-memory

Stars

0 open issues

8 Oct 2026

Last commit

from GitHub

AGPL-3.0

License

Python

What the code does

We read the source, 2 d ago · rules ccca72095570

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command brain_log.py:182, install.py:33, [пакет] brain_log.py:182 и ещё 1

        return subprocess.run(["netsh", "advfirewall", "firewall", "show", "rule", f"name={name}"],

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add graph-mind -- uvx graph-mind-memory

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "graph-mind": {
      "args": [
        "graph-mind-memory"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.graph-mind]
command = "uvx"
args = ["graph-mind-memory"]

.cursor/mcp.json

{
  "mcpServers": {
    "graph-mind": {
      "args": [
        "graph-mind-memory"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "graph-mind": {
      "args": [
        "graph-mind-memory"
      ],
      "command": "uvx"
    }
  }
}

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Graph-MIND — questions

Answers built from our own checks of this server.

Why is there no uptime for Graph-MIND?

Graph-MIND runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package graph-mind-memory was installed 3 394 times last week.

How do I connect Graph-MIND?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls graph-mind-memory straight from pypi; nothing to host, nothing to sign up for.

How many people use Graph-MIND?

The pypi package graph-mind-memory was installed 3 394 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Graph-MIND open source?

Yes — it is published under the AGPL-3.0 licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.