Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
作者による説明(英語の原文)
Headless browser for AI agents with Chrome's fingerprint that passes Cloudflare challenges.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
NOKK_PROXY, NOKK_ROTATE_FINGERPRINT, NOKK_NO_AUTO_SOLVE必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"nokk": {
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add nokk --env NOKK_PROXY=your-value --env NOKK_ROTATE_FINGERPRINT=your-value --env NOKK_NO_AUTO_SOLVE=your-value -- uvx nokk-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"nokk": {
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"nokk": {
"type": "stdio",
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
NOKK_PROXY envNOKK_ROTATE_FINGERPRINT envNOKK_NO_AUTO_SOLVE envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント koloss777 で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.49a1)がレジストリに届いたのは今日です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにPython (uv)も必要です。
同じカテゴリには:Browser Use, Chrome DevTools MCP, MCP Server Browser
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
A stealth headless browser engine in Rust. Passes Cloudflare without Chromium.
Real V8 and a DOM, a Chrome TLS/HTTP fingerprint (JA3/JA4) and JS-level stealth, driven over the Chrome DevTools Protocol: Puppeteer and Playwright connect as usual. Also an MCP server for AI agents.
scrapingcourse.com's Cloudflare test page, one run from a home connection; medians across sites are in the tables below.
The nøkk is a shapeshifting water-spirit of Norse myth that takes on a familiar shape to pass unnoticed. This one takes the shape of Chrome.
pip install nokk # Python: the prebuilt binary is in the wheel
npm install @koloss777/nokk # Node: run it with npx nokk docker run --rm -p 9222:9222 ghcr.io/koloss777/nokk:latest
No browser to download. Prebuilt for Linux (x86_64, ARM64), macOS on Apple Silicon and Windows x64; anything else builds from source.
# Load a page behind Cloudflare, clear the challenge, print what is behind it
nokk --load https://www.scrapingcourse.com/cloudflare-challenge --solve-challenge 30 \ --eval "document.querySelector('h2').textContent.trim()"
nokk --port 9222 --auto-solve # ws://127.0.0.1:9222/devtools/browser/nokk
import nokk
from playwright.sync_api import sync_playwright
with nokk.launch(auto_solve=True) as server, sync_playwright() as pw: page = pw.chromium.connect_over_cdp(server.ws_endpoint).new_page() page.goto("https://www.scrapingcourse.com/cloudflare-challenge") print(page.title())
For AI agents, uvx nokk-mcp runs it as an MCP server. Puppeteer, Node, sessions and the Cloudflare options are below.
Puppeteer and Playwright drive a real Chromium, and anti-bot systems spot it through navigator.webdriver, CDP artifacts and a headless TLS handshake. nokk is built to look like Chrome from the TLS handshake to the JavaScript environment, and has no rendering engine at all.
| nokk 0.1.35 | Chrome 151 (Puppeteer / Playwright) | |
|---|---|---|
| Start until CDP answers | ~0.05 s | ~0.2 s |
| Idle memory (PSS) | ~60 MB, 1 process | ~330 MB, 12–14 processes |
| Cloudflare solve, median wall time | 12.4 s | 12.4 s |
| Slowest solve | 15.6 s | 27.8 s |
| CPU per solve | 6.4 s | 9.5 s |
| Peak memory per solve | ~570 MB | ~720 MB |
| Solved | 24/24 | 24/24 |
| TLS fingerprint (JA3/JA4) | matches Chrome 151 | Chrome |
| Screenshots, PDF, layout | no | yes |
| CDP coverage | the common path | full |
Measured on nokk 0.1.35, an 8-core Linux box, October 2026. Cloudflare row: 8 production sites × 3 runs through one proxy, nokk with --until-clearance , Chrome driven by a checkbox-clicking harness; a solve counts only if the site then opens with the cookie.
Not for you if you need screenshots, PDFs, layout or paint, or the whole Playwright/CDP surface: nokk has no rendering engine by design, and its CDP coverage is the path Puppeteer and Playwright use for navigation and scripting.
Three runs per page from the CLI with --solve-challenge 30 and no proxy, on an 8-core Linux box (October 2026). The time is the whole command, from process start to the printed result. Run them yourself with tools/cf-check.sh.
| Page | Challenge | Solved | Median | Slowest |
|---|---|---|---|---|
chess.com/login | invisible Turnstile widget on a live site | 3/3 | 7 s | 9 s |
scrapingcourse.com/cloudflare-challenge | managed interstitial | 3/3 | 5 s | 7 s |
peet.ws/turnstile-test/managed.html | managed widget | 3/3 | 7 s | 8 s |
peet.ws/turnstile-test/non-interactive.html | non-interactive widget | 3/3 | 3 s | 4 s |
nopecha.com/demo/cloudflare | interactive interstitial with a checkbox | 3/3 | 10 s | 11 s |
On production sites behind Cloudflare the result is in the comparison above: 8 sites, 24 of 24 solved. Those sites are not named here.
nokk --fetch https://tls.browserleaks.com/json # Chrome TLS + HTTP/2 fingerprint
nokk --load https://example.com --eval 'document.title' # run the page, query the DOM nokk --load https://quotes.toscrape.com --dump-requests # every request the page makes nokk --load https://target --proxy socks5://host:1080 # through a proxy nokk --load https://target --solve-challenge 30 --json # one JSON result: status, challenge, cookies nokk --port 9222 --rotate-fingerprint --geoip-timezone # CDP server, a machine per context
Ad, analytics and tracker requests are dropped by default; --allow-trackers loads them. Anti-bot vendors are never blocked, because they must run to hand out a token.
import puppeteer from 'puppeteer';
const browser = await puppeteer.connect({ browserWSEndpoint: 'ws://127.0.0.1:9222/devtools/browser/nokk', // nokk --port 9222 }); const page = await browser.newPage(); await page.goto('https://example.com'); console.log(await page.title());
Both packages carry the prebuilt binary and start the CDP server for you.
const server = await require("@koloss777/nokk").launch({ autoSolve: true });
// server.wsEndpoint -> puppeteer.connect / chromium.connectOverCDP
with nokk.launch(auto_solve=True) as server: # or: await nokk.launch_async()
... # server.ws_endpoint -> connect_over_cdp
Anything that drives Chrome over CDP can drive nokk instead. crawl4ai, stopped by Cloudflare with its own Chromium, gets the page behind it through nokk: BrowserConfig(browser_mode="custom", cdp_url=server.ws_endpoint). Scrapy (scrapy-playwright's PLAYWRIGHT_CDP_URL) and Playwright MCP (--cdp-endpoint) work the same way. See docs/integrations.md.
nokk runs as a Model Context Protocol server, so an agent such as Claude Desktop or Claude Code browses through the fingerprinted engine. With uv nothing needs installing first:
{ "mcpServers": { "nokk": { "command": "uvx", "args": ["nokk-mcp", "--rotate-fingerprint"] } } }
Without uv: pip install "nokk[mcp]", then "command": "python", "args": ["-m", "nokk.mcp"]. Tools: open, snapshot, read_text, read_html, click, fill, evaluate, links, solve_challenge, challenge_state, reset.
nokk clears Turnstile by itself: the invisible widget, the managed interstitial and the interactive *Verify you are human* checkbox. Nothing is configured per site. Where a widget needs a press, the engine presses it like a person would.
--solve-challenge N sets the time budget, and --fail-on-challenge exits 3 if a gate is still up.--until-clearance stops at a fresh cf_clearance and skips the heavy page behind the gate.--auto-solve does the same for every page.goto() over CDP; Nokk.solveChallenge does it on demand.cf_clearance from a real browser can be imported, because nokk's JA4 matches Chrome 151.Details, the CDP methods and events: docs/cloudflare.md.
--session-store ./sessions saves each named session's cookie jar, cf_clearance included, to disk and reloads it in a new process. Warm a session once and reuse it instead of solving the challenge on every run. See docs/sessions.md.
--rotate-fingerprint gives every browser context its own coherent machine: TLS emulation, User-Agent, client hints, platform, screen and WebGL all agree. --geoip-timezone matches the timezone and languages to the proxy's exit IP. See docs/fingerprints.md.
| Build | What it adds | Where |
|---|---|---|
| light (default) | everything above; canvas and WebGL pixels are synthesised | pip, npm, ghcr.io/koloss777/nokk:latest, nokk-*.tar.gz |
| render | real canvas 2D and WebGL rasterisation, about 100 MB more at peak | :render image, nokk-render-*.tar.gz, --features render,webgl |
Prebuilt for Linux x86_64 and ARM64, macOS on Apple Silicon and Windows x64; the render build for Linux x86_64. Docker variants, the archives and building from source are in docs/install.md.
A Cargo workspace of small crates: a V8 isolate pool, a Chrome-fingerprinted HTTP client on BoringSSL, an html5ever DOM, the stealth layer and a CDP server. Concurrency is one isolate per thread with many contexts each, all IO runs on tokio off the isolate threads, and the JS fingerprint and the TLS fingerprint always agree. More in docs/architecture.md.
Alpha. The engine is real and end-to-end: V8 executes page JS against a parsed DOM, the fingerprinted transport clears Cloudflare's TLS/HTTP checks, the engine solves Turnstile on live sites — invisible, managed and interactive — and Puppeteer and Playwright connect over CDP to open a page, navigate, and evaluate.
What is not done yet, and where the sharp edges are:
toString masking, internals hidden from Object.getOwnPropertyNames, navigator/screen as real prototype instances, an IP-coherent timezone, and per-context coherent fingerprint rotation, Web Workers, canvas/WebGL/WebGPU/audio with Chrome's pixels and samples, Trusted Types and CSP. nokk solves Cloudflare's challenges today, and the comparison against Chrome section by section is how the remaining tells get found; it is not yet a match for a dedicated fingerprinting suite like CreepJS. See the roadmap.evaluate, $ / $eval / $$eval, title(), url(), new pages and CDP sessions are tested; less-common domains are not implemented yet.See ROADMAP.md for the phased plan and the concrete hardening backlog.
Issues and PRs are welcome — the hardening backlog in the roadmap is a good place to start. Before sending a cha
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