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GDD - AI-Controlled Browser Farm

by Cap-of-teaversion 1.5.0i★ –iRuns on your computer
Registry nameio.github.imVSmirnov/gdd

Install

Overview

Description from the maker (original English)

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Web & browsers

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 0 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "gdd": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/cap-of-tea/gdd:1.5.0"
      ]
    }
  }
}

Run this in your terminal

claude mcp add gdd -- docker run -i --rm ghcr.io/cap-of-tea/gdd:1.5.0

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "gdd": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/cap-of-tea/gdd:1.5.0"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "gdd": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/cap-of-tea/gdd:1.5.0"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

  • ! Caution

    Maker matches the repo

    The publisher (imVSmirnov) is not the repo owner (Cap-of-tea); someone else may have listed it

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Web & browsersi

  • More stars than 0% of the other 1378 servers in this category
  • Published to the registry more recently than 10% of the other 1378 servers in this category
  • Basic checks equal to or better than 24% of the other 1378 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is GDD - AI-Controlled Browser Farm safe?

It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.5.0) reached the registry 6 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker on your computer.

What can I use instead?

In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Browser Use

by browser-use

Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.

Computer or cloud★ 120,087MITUpdated 18 days ago
Install

Chrome DevTools MCP

by ChromeDevTools

Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.

Runs on your computer★ 54,821Apache-2.0Updated 16 days ago
Install

MCP Server Browser

by bytedance

MCP server for browser use access

Runs on your computer★ 39,550Apache-2.0Updated 14 months ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

GDD — Giggly-Dazzling-Duckling

AI-controlled browser farm on your machine

Simulate multiple real users across 22 device types — test your site like it's launch day.


How It Works

You: Open 3 iPhones and a desktop, navigate to myapp.com, test the signup form on all devices

Claude Code creates 4 browsers with device emulation, navigates each to your app, fills in the form, takes screenshots, checks console for errors — all in parallel.

gdd_add_players(3, device="iPhone 15 Pro")    → players [1, 2, 3]

gdd_add_players(1, device="Desktop 1080p") → player [4] gdd_navigate(1, "https://myapp.com") → all 4 browsers open your app gdd_tap(1, "#signup-btn") → taps signup on iPhone gdd_screenshot(1) → captures the result gdd_get_console(1, level="error") → checks for JS errors

GDD runs N isolated Chromium instances, each with its own profile, cookies, device emulation, geolocation, and network conditions. It exposes 39 MCP tools via HTTP on localhost:9700.


Install

GDD comes in two flavours. The Server is headless — it's just the MCP backend, runs anywhere (including boxes with no display), and is all you need for pure AI automation. The Desktop app adds a GUI: a live grid of browser thumbnails you can click into to take over a session by hand. The Server runs on port 9700, the Desktop app on 9800 — so you can run both side by side.

Server (headless) — the MCP backend:

PlatformDownloadRun
LinuxGDD-Server-Linux.tar.gzchmod +x GDD.Headless && ./GDD.Headless
macOS ARMGDD-Server-macOS-ARM.tar.gzbash Scripts/setup-macos.sh && ./GDD.Headless
macOS IntelGDD-Server-macOS-Intel.tar.gzbash Scripts/setup-macos.sh && ./GDD.Headless
WindowsGDD-Server-Windows.zip.\GDD.Headless.exe
Dockerghcr.io/cap-of-tea/gdddocker run -p 9700:9700 ghcr.io/cap-of-tea/gdd
Claude DesktopWin / Mac ARM / Mac Intel (.mcpb)Open .mcpb file — installs as desktop extension

Desktop app (GUI) — a live grid of browser thumbnails you can click into:

PlatformDownloadRun
WindowsGDD-Desktop-Windows.zipExtract, run GDD.exe (WebView2 required)
LinuxGDD-Desktop-Linux.tar.gzbash Scripts/install-deps.sh && ./GDD.Desktop
macOS ARMGDD-Desktop-macOS-ARM.tar.gzbash Scripts/setup-macos.sh && ./GDD.Desktop
macOS IntelGDD-Desktop-macOS-Intel.tar.gzbash Scripts/setup-macos.sh && ./GDD.Desktop

The Windows app uses WebView2; the Linux/macOS app (built with Avalonia) drives real Chromium windows parked off-screen. Self-contained binary, ~70 MB. No .NET installation needed. Chromium downloads automatically on first launch.

One-liner (Linux):

curl -sL https://github.com/Cap-of-tea/GDD/releases/latest/download/GDD-Server-Linux.tar.gz | tar xz && chmod +x GDD.Headless && ./GDD.Headless

Docker

# Run (headless, port 9700)

docker run -p 9700:9700 ghcr.io/cap-of-tea/gdd

Or build locally

docker build -t gdd . docker run -p 9700:9700 gdd

The Docker image runs in headless mode with all Chromium dependencies pre-installed.

By default, browsers launch in headed mode (visible windows). Add --headless for CI/CD. Other flags: --stealth and --stealth-max for anti-bot masking, --update to self-update, --version and --help. The Configuration section below lists every flag and environment variable.


Connect to Your AI Client

Add to .mcp.json and restart your AI client:

{

"mcpServers": { "gdd": { "url": "http://localhost:9700/mcp" } } }

That's it. Start GDD, tell Claude or Cursor to test your app.

Claude Desktop users: Download the .mcpb file from Releases and open it — GDD installs as a one-click desktop extension. No manual config needed.

Config file locations

ClientProject configGlobal config
Claude Code /.mcp.json~/.claude/.mcp.json
Cursor /.cursor/mcp.json~/.cursor/mcp.json
VS Code / Windsurf / Antigravity /.vscode/mcp.jsonIDE settings.json

Global and project configs are merged — servers from both are available simultaneously. Changes are picked up only when restarting the AI client session.

VS Code-based IDEs (Windsurf, Antigravity, Copilot)

VS Code-based IDEs use a different config format than Claude Code / Cursor.

Project config — .vscode/mcp.json:

{

"servers": { "gdd": { "type": "http", "url": "http://localhost:9700/mcp" } } }

Global config — open via Cmd+Shift+P → "Open User Settings (JSON)":

{

"mcp": { "servers": { "gdd": { "type": "http", "url": "http://localhost:9700/mcp" } } } }

Global settings.json location: macOS — ~/Library/Application Support/ /User/settings.json, Linux — ~/.config/ /User/settings.json, Windows — %APPDATA%/ /User/settings.json. Replace with your editor name (Code, Windsurf, Antigravity, etc.).

stdio-proxy alternative (.vscode/mcp.json):

{

"servers": { "gdd": { "type": "stdio", "command": "bash", "args": ["/absolute/path/to/Scripts/mcp-proxy.sh"] } } }

Permissions (Claude Code)

By default, Claude Code asks for confirmation on every MCP tool call. To allow GDD tools without prompts, add to ~/.claude/settings.json:

{

"permissions": { "allow": [ "mcpgdd*" ] } }

This single wildcard covers all 39 GDD tools. Restart Claude Code after editing.

Auto-launch via stdio proxy (alternative)

Proxy scripts start GDD automatically when your AI client connects:

Windows:

{

"mcpServers": { "gdd": { "command": "powershell", "args": ["-ExecutionPolicy", "Bypass", "-File", "C:/path/to/Scripts/mcp-proxy.ps1"] } } }

Linux / macOS:

{

"mcpServers": { "gdd": { "command": "bash", "args": ["/path/to/Scripts/mcp-proxy.sh"] } } }

Add "--headless" to the args array for CI/CD.

Tip: On first launch, GDD downloads Chromium (~80 MB). If your AI client times out, run GDD manually first, then reconnect.

Autostart as service (macOS / Linux)

macOS (launchd):

bash Scripts/install-launchd.sh            # headed (default)

bash Scripts/install-launchd.sh --headless # for CI/CD

Manage: launchctl list | grep gdd / bash Scripts/install-launchd.sh --uninstall

Linux (systemd):

mkdir -p ~/.config/systemd/user

cat > ~/.config/systemd/user/gdd.service << 'EOF' [Unit] Description=GDD Multi-Browser Testing Server [Service] ExecStart=/path/to/GDD.Headless WorkingDirectory=/path/to/gdd-directory Restart=on-failure [Install] WantedBy=default.target EOF

systemctl --user daemon-reload systemctl --user enable --now gdd

Direct HTTP (without AI client)

curl -X POST http://localhost:9700/mcp -H "Content-Type: application/json" \

-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"gdd_add_players","arguments":{"count":1}}}'

GDD uses standard JSON-RPC 2.0 — works with curl, Python, Node.js, or any HTTP client.


Features

  • Multi-device — Run N isolated Chromium instances with 22 device presets (phones, tablets, desktops)
  • AI-native — 39 MCP tools for Claude Code, Cursor, or any MCP-compatible client
  • Cross-platform — Native GUI with a live video wall on Windows, Linux & macOS, plus a headless server for CI/CD
  • Full interaction — Navigate, tap, type, press keys and shortcuts, drag, swipe, scroll, hover, handle dialogs, take screenshots
  • Real keyboard — Typing sends genuine, trusted keystrokes (the full keydown→input chain), so input masks, autocomplete and maxlength behave exactly as they do for a real user, and rich-text (contenteditable) editors work; gdd_press handles single keys and shortcuts like Enter, Tab, Escape and Ctrl+A
  • Physical keyboard layouts — Keystrokes carry the real code/keyCode of the emulated locale's keyboard: Russian ЙЦУКЕН puts «а» on the physical KeyF, French AZERTY and German QWERTZ remap their keys, dead-key accents and AltGr symbols work. The layout follows gdd_set_language automatically (US, RU, DE, FR)
  • Human-like input — humanize=true drives a continuous cursor path (cubic Bézier with easing and micro-jitter) that carries over between clicks, hovers and drags; taps fire a single device-appropriate input (touch *or* mouse), never both
  • Anti-bot stealth — opt-in --stealth masks the usual automation tells (navigator.webdriver, etc.); --stealth-max adds headless/datacenter evasions (coherent user-agent client hints, a plausible WebGL vendor, realistic device metrics) — on a headless container this halved CreepJS's headless score
  • Proxy support — Route every browser through an upstream proxy with GDD_PROXY (with o

Only the beginning is shown; read the rest in the repo

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