GDD - AI-Controlled Browser Farm MCP server

by imVSmirnov·io.github.imVSmirnov/gdd·v1.5.0·12 stars

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

B78/100grade B

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Safety scan

B78/100

full report

Adoption

Growing

12 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

GDD - AI-Controlled Browser Farm tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings

–Code scanpackage could not be scannedn/a
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 27 days ago15/15
Maintainer identitynamespace and repository owner differ4/10

Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How GDD - AI-Controlled Browser Farm compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 78/100; higher than 52% of 866 Scraping and browsing servers
GitHub stars: 12; more than 82% of 583 Scraping and browsing servers

Install GDD - AI-Controlled Browser Farm in Claude Code, Cursor or VS Code

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

Add to Cursor

What the publisher says

From the GDD - AI-Controlled Browser Farm repository's README, as published. We do not edit it. Read it on GitHub

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:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

GDD - AI-Controlled Browser Farm: common questions

Is GDD - AI-Controlled Browser Farm MCP server safe?: Mostly: it is graded B (78/100). Read the GDD - AI-Controlled Browser Farm safety report
How do I install GDD - AI-Controlled Browser Farm?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does GDD - AI-Controlled Browser Farm need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is GDD - AI-Controlled Browser Farm maintained?: The last commit was 65 days ago (2026-08-31). The latest release is v1.5.0.
What can I use instead of GDD - AI-Controlled Browser Farm?: Servers from other publishers that do the same job: CloakBrowser MCP server, MCP Browser MCP server and nodriver — Chrome browser automation MCP server. Compare all GDD - AI-Controlled Browser Farm alternatives.
How does GDD - AI-Controlled Browser Farm compare with other Scraping and browsing MCP servers?: safety score 78/100 (higher than 52% of 866 Scraping and browsing servers); github stars 12 (more than 82% of 583 Scraping and browsing servers). Full comparison.

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