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.
Description from the maker (original English)
Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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": {
"ghostfox": {
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}Run this in your terminal
claude mcp add ghostfox -- npx -y ghostfoxPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ghostfox": {
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"ghostfox": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 6, 2026
The registry name was verified with the GitHub account autokeren, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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).
The GitHub repo last changed –, and the latest version (0.9.2) reached the registry 31 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), Node.js on your computer.
In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser
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
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.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
MCP server for browser use access
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.
The agent-native stealth browser you can own.
Self-hosted · Open source · MCP-first · Engine-level anti-detect
-a78bfa) · Docs site
AI agents get blocked. Headless Chrome triggers Cloudflare 403s on ~20% of the web, and hosted "stealth browsers" route your agent's cookies, identities and sessions through someone else's cloud.
Ghostfox is the alternative: a complete browser stack you run yourself — a fingerprint-coherent stealth engine plus a Rust MCP runtime, in one repo.
Firefox (MPL-2.0)
└─ Camoufox (anti-detect patches, by daijro) └─ Ghostfox engine engine/ — spoofing at the C++ level └─ Ghostfox runtime runtime/ — Rust: sessions, identities, MCP
| Ghostfox | Hosted stealth (Browserbase etc.) | playwright-mcp | Anti-detect suites (Multilogin etc.) | |
|---|---|---|---|---|
| Self-hosted | ✓ | ✗ | ✓ | partially |
| Open source | ✓ | ✗ | ✓ | ✗ |
| MCP-native | ✓ | ✓ | ✓ | ✗ |
| Engine-level anti-detect | ✓ (C++/Firefox) | vendor partnerships | ✗ | ✓ (closed) |
| Coherent identities + auditor | ✓ | ✗ | ✗ | partial |
| Runtime language | Rust | — | Node | — |
The moat — why this isn't just another wrapper.
AGENTS.md) distilled from real runs. Agents (and their prompts) build habits on this surface — switching costs are real.Captcha suite — 8 families, solved on-device (v0.6.7+). The runtime ships native MCP solvers with local models — no paid captcha farms, no cloud, no browser rent:
| Family | Native tool | How |
|---|---|---|
| GeeTest slide / v4 radar | page_geetest_slide | bg-vs-fullbg diff + largest-blob gap detection |
| GeeTest icon-click (文字点选) | page_geetest_click | custom-trained YOLOv8s + siamese similarity (rten, CPU) |
| Rotate | page_captcha_rotate | 24-angle sweep + programmatic verdict |
| Normal OCR | page_captcha_ocr | ported ddddocr (CRNN+LSTM, onnxruntime) |
| hCaptcha | page_hcaptcha | layout router + 553-model QIN2DIM zoo + optional vision-model ensemble |
| Cloudflare Turnstile / TikTok | captcha_solve + behavioral recipes | proven playbooks in AGENTS.md §6b–6e |
E2E-verified against production sites (not vendor demos): bilibili icon-click ×6 "Verification Succeeded", hCaptcha on real signups (dashboard.hcaptcha.com, dosya.co), TikTok OAuth+OTP live session.
Debug cortex — page tools that tell you WHY (v0.7). Agents stop guessing when a page misbehaves:
page_console — every console.log/warn/error since loadpage_errors — uncaught JS exceptions with stack tracespage_network_start/read/body — request/response capture with body fetchThat's the DevTools trio, exposed over MCP.
Multi-model vision (optional). page_vision + page_ocr + page_match_image + page_pixels + page_contrast — wire any vision-capable model (Cloudflare Workers AI, GLM, Qwen, ...) as cross-checks for grid puzzles and layout questions. Keys are optional; the native solvers above run fully local.
Native-sourced observation — `page_a11y {"native": true}` reads the engine's OWN accessibility tree (Gecko's DocAccessible walk — the ariaSnapshot plumbing), so page scripts cannot tamper with what you see: shadow DOM, iframes and ARIA semantics handled by Gecko itself, richer states (focused/required/checked/expanded/disabled/level). Native refs are observation handles; acting goes through role+name anchors or the JS-walk source.
Eyes for agents — `page_a11y`. One call returns every visible interactive element with a stable ref, semantic role, accessible name, live value — piercing shadow DOM and same-origin iframes, so web-component UIs (Reddit, modern frameworks) are fully visible. The snapshot also reports `login_state` (logged-in / logged-out / unknown), page URL and title — agents check session health before acting, not after failing.
Agents act by ref: page_click_ref e38, page_type_ref e21 "text" — no CSS selectors needed. Rich editors (Lexical, Draft, ProseMirror) are handled via editor-native input paths with fire-then-verify receipts. page_wait_for replaces manual sleeps. page_read_ref gives full untruncated values. page_upload_file bypasses native file pickers.
Android personas too — session_create {"platform": "android"} gives portrait screens, Adreno/Mali GPUs, Android font stacks and Firefox-on-Android UAs, all audited like desktop identities (500/500 coherent, see runtime/docs).
One identity, no contradictions. Identities are generated from coherent device presets (platform, screen, GPU, fonts that actually ship together), injected at the engine level, and audited before use — a spoofed browser's worst enemy is itself saying "4 cores on a MacBook".
Pick a distribution:
# Python (Linux x86_64)
pip install ghostfox python -c "import ghostfox; ghostfox.install_engine(); ghostfox.install_runtime()"
npm install -g ghostfox # or: npx ghostfox install { "mcpServers": { "ghostfox": { "command": "npx", "args": ["-y", "ghostfox", "mcp"] } } }
docker run -i --rm ghcr.io/autokeren/ghostfox:v0.7.2
curl -fsSL https://raw.githubusercontent.com/autokeren/ghostfox/main/install.sh | bash
powershell -ExecutionPolicy Bypass -Command "irm https://raw.githubusercontent.com/autokeren/ghostfox/main/install.ps1 | iex"
Also listed on the official MCP Registry (io.github.autokeren/ghostfox) — one-click add in registry-aware clients.
From source:
# 1) Get the engine (prebuilt) and unpack it somewhere, e.g. /opt
unzip ghostfox- -lin.x86_64.zip -d /opt/ghostfox
git clone https://github.com/autokeren/ghostfox.git cd ghostfox/runtime cargo build --release
{
"mcpServers": { "ghostfox": { "command": "/path/to/ghostfox/runtime/target/release/ghostfox-mcp", "env": { "GHOSTFOX_HOME": "/opt/ghostfox" } } } }
Then the agent can: session_create → page_open → `page_a11y` → act by ref.
Portable sessions. session_create accepts profile_dir for persistent profiles: cookies, storage and the identity TOML live together in one place, so a login survives restarts. Migrating a session from another Camoufox-lineage browser? Copy the cookies and match the identity to the origin device (platform, timezone, locale, screen) — a session that suddenly changes identity looks like an impossible login and anti-fraud systems revoke it. Proven flow, see AGENTS.md §8.
Full tool surface (71 tools) — two tiers, one binary:
GHOSTFOX_TOOLSET=full.The server also publishes instructions (a decision tree agents read before choosing tools) — the disambiguation layer for both tiers.
| Category | Tools |
|---|---|
| Session | session_create · session_pages · session_me |
| See | page_a11y (semantic + login_state + shadow DOM/iframe) · page_extract (typed, token-efficient a11y filters) · page_snapshot · page_screenshot · page_read_ref (full value) · page_diff (observeDiff: what changed since the last snapshot) · page_mutations (M3: unhookable DOM-change whispers) · page_a11y_events (M3: the a11y tree as a stream — focus/text/state/live-region events, the incremental diff) |
| Wait | page_wait_for (poll until visible) · page_dismiss_modal · page_wait_stable (render-settled) · page_wait_visual (M3.5: refresh-driver visual stability — the sleep killer) |
| Act | page_click_ref · page_click_native (trusted a11y-bounds click: scroll-first, DOM-proof coordinates) · page_click_at (raw trusted coords — no a11y resolution) · page_type_ref · page_click · page_type · page_fill · `p
Only the beginning is shown; read the rest in the repo