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)
Headless browser for AI agents with Chrome's fingerprint that passes Cloudflare challenges.
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.
NOKK_PROXY, NOKK_ROTATE_FINGERPRINT, NOKK_NO_AUTO_SOLVEYou 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": {
"nokk": {
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}Run this in your terminal
claude mcp add nokk --env NOKK_PROXY=your-value --env NOKK_ROTATE_FINGERPRINT=your-value --env NOKK_NO_AUTO_SOLVE=your-value -- uvx nokk-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"nokk": {
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}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": {
"nokk": {
"type": "stdio",
"command": "uvx",
"args": [
"nokk-mcp"
],
"env": {
"NOKK_PROXY": "your-value",
"NOKK_ROTATE_FINGERPRINT": "your-value",
"NOKK_NO_AUTO_SOLVE": "your-value"
}
}
}
}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.
NOKK_PROXY envNOKK_ROTATE_FINGERPRINT envNOKK_NO_AUTO_SOLVE envThese 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 7, 2026
The registry name was verified with the GitHub account koloss777, 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 (0.1.49a1) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) 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.
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
Only the beginning is shown; read the rest in the repo