Graqle MCP Server

by quantamixsol Your server? Claim it

local only

Graqle runs on your own machine — the client starts it, so there is no endpoint to ping. 1 244 installs a week from pypi. Last commit 16 Sep 2026.

Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.

Installs per day peak 1 267 · avg 220 · -26% w/w

a month agotoday

1 244

Installs / week

pypi · graqle

Stars

15 open issues

16 Sep 2026

Last commit

0 releases in 90 days

—

License

Python

What the code does

We read the source, 20 h ago · rules 3dff92dd89df

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.

Unsafe deserialization graqle/calibration/methods.py:322, graqle/calibration/wrapper.py:136, graqle/cli/commands/calibrate.py:267 и ещё 3

        inst._model = pickle.loads(Path(path).read_bytes())  # noqa: S301

Runs an external command graqle/cli/commands/init.py:1785, graqle/cli/commands/mcp_install.py:86, graqle/cli/commands/plugins.py:242 и ещё 21

                result = subprocess.run(

Reads files and sends them to the network graqle/cli/commands/cloud.py:213, [пакет] graqle/cli/commands/cloud.py:213

        for gf in governance_dir.rglob("*.json"):

Touches key and credential files graqle/cli/commands/doctor.py:232, [пакет] graqle/cli/commands/doctor.py:232

                    results.append((PASS, "Key: AWS credentials", f"~/.aws/credentials: {masked}"))

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 graqle -- uvx graqle

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

{
  "mcpServers": {
    "graqle": {
      "args": [
        "graqle"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.graqle]
command = "uvx"
args = ["graqle"]

.cursor/mcp.json

{
  "mcpServers": {
    "graqle": {
      "args": [
        "graqle"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "graqle": {
      "args": [
        "graqle"
      ],
      "command": "uvx"
    }
  }
}

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Graqle — questions

Answers built from our own checks of this server.

Why is there no uptime for Graqle?

Graqle 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 graqle was installed 1 244 times last week.

How do I connect Graqle?

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 graqle straight from pypi; nothing to host, nothing to sign up for.

How many people use Graqle?

The pypi package graqle was installed 1 244 times in the last week. Week over week that is -26%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Graqle open source?

We cannot say either way: written in Python, 32 stars on GitHub and 15 open issues, but we could not determine the licence, and without one the code is not open source by default.