Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
作者提供的说明(英文原文)
Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"ghostfox": {
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}在终端中运行这条命令
claude mcp add ghostfox -- npx -y ghostfox粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ghostfox": {
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"ghostfox": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ghostfox"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 autokeren 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.9.2)于31天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv), Node.js。
同一分类中有:Browser Use, Chrome DevTools MCP, MCP Server Browser
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
MCP server for Chrome DevTools
MCP server for browser use access
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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
只显示了开头部分;其余内容请在仓库中阅读