CGIS Code Graph MCP Server

by zaebee Your server? Claim it

local only

CGIS Code Graph runs on your own machine — the client starts it, so there is no endpoint to ping. 2 477 installs a week from pypi. Last commit 1 Nov 2026.

Code graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys

Installs per day peak 1 659 · avg 294 · -2% w/w

a month agotoday

2 477

Installs / week

pypi · codegraph-brain

Stars

69 open issues

1 Nov 2026

Last commit

from GitHub

MIT

License

Python

What the code does

We read the source, 21 h ago · rules 995398eba69f

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 [пакет] src/cgis/guardian/github_poster.py:127, src/cgis/query/diffcheck/hunks.py:34, [пакет] src/cgis/query/diffcheck/hunks.py:34 и ещё 6

    subprocess.run(

Runs an external command .opencode/plugin/entire.ts:150, [пакет] .opencode/plugin/entire.ts:150

        const proc = spawn(cmd, args, {

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 codegraph-brain -- uvx codegraph-brain

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

{
  "mcpServers": {
    "codegraph-brain": {
      "command": "uvx",
      "args": [
        "codegraph-brain"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.codegraph-brain]
command = "uvx"
args = ["codegraph-brain"]

.cursor/mcp.json

{
  "mcpServers": {
    "codegraph-brain": {
      "command": "uvx",
      "args": [
        "codegraph-brain"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "codegraph-brain": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "codegraph-brain"
      ]
    }
  }
}

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CGIS Code Graph — questions

Answers built from our own checks of this server.

Why is there no uptime for CGIS Code Graph?

CGIS Code Graph 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 codegraph-brain was installed 2 477 times last week.

How do I connect CGIS Code Graph?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls codegraph-brain straight from pypi; nothing to host, nothing to sign up for.

How many people use CGIS Code Graph?

The pypi package codegraph-brain was installed 2 477 times in the last week. Week over week that is -2%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is CGIS Code Graph open source?

Yes — it is published under the MIT licence, written in Python, 2 stars on GitHub and 69 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.