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webrtc no candidates behind proxy
The short version: a residential proxy tunnels TCP and drops UDP, STUN needs UDP, so the gathering that should produce a public candidate produces nothing. A real Firefox behind a home router never comes back empty. So "empty" does not read as "private", it reads as "manipulated".
You route the browser through a residential proxy, open a detection page, and the WebRTC section comes back empty. No local candidate, no server reflexive candidate, nothing. It feels like a win, because nothing leaked. It is not a win. An empty candidate list is one of the loudest signals a fingerprinting page can read, and this page is about why the emptiness happens and why it is the tell.
Most WebRTC advice is written around the opposite failure: the browser exposing your real local address next to the proxy's. That is a real problem and it has its own page. But the failure people hit behind a working proxy is the mirror image, and it is worse because it looks like success.
A browser that has gathered ICE candidates
emits at least two kinds. A host candidate,
which is the machine's own address (or a masked .local form of it), and a server
reflexive candidate, the srflx, which is the public address a STUN server saw the
traffic arrive from. Behind NAT, which is every home connection, a real Firefox always
produces a srflx, because that is the entire point of STUN: to discover the public side
of the NAT.
So a detector does not need to inspect the candidates to be suspicious. It counts them. Zero candidates under a desktop user agent, on a page that just asked for them, is a state a normal browser on a normal network does not reach. A model does not have to know why the list is empty to score the emptiness. This is the general rule that shows up across every surface: a suppressed signal is itself a signal, and asserting the absence of a leak is not the same as asserting the presence of a real value.
STUN, the Session Traversal Utilities for NAT protocol, works over UDP. It sends a small datagram to a STUN server and reads back the public address and port the server observed. That round trip is how the srflx candidate gets its value.
A SOCKS5 residential proxy, of the kind sold as a pool of home IP addresses, almost always carries TCP and refuses UDP. Even the SOCKS5 UDP ASSOCIATE command, which the protocol defines precisely for this, is typically unimplemented at the exit. So when the browser tries to send its STUN datagram through the tunnel, the datagram has nowhere to go. The STUN transaction times out. No public address comes back, so no srflx candidate is formed.
This is not a browser bug and it is not something a JavaScript patch can fix, because the packet genuinely cannot traverse the tunnel. It is a property of the transport you chose. If you want to understand why UDP and TCP behave so differently through these tunnels, SOCKS5 versus HTTP proxying covers what each one actually forwards.
The consequence for stealth is direct. Do nothing, and the proxy silently strips your one guaranteed public candidate, and the list that remains is either short or empty in a way a real network never produces.
There is a second way to reach zero candidates, and it fires even before STUN is attempted. It is worth knowing because it explains an empty list on pages that never prompted for any device.
A page that has not been granted camera or microphone permission does not get the full candidate set. To limit what an untrusted page can learn about your interfaces, the browser switches into a reduced mode, one of the WebRTC IP address handling modes, in which it only offers the address of the default route: the single interface your traffic would leave by. Deciding which interface that is requires a quick internal probe. The browser opens a UDP socket and "connects" it to the remote address of the document, not to send anything, but to ask the operating system which local address that route would use.
Behind a SOCKS proxy, that remote is not reachable directly. The probe is UDP, it is aimed at an address the proxy has interposed itself in front of, and it fails. In the reduced mode, a failed default-route probe is fatal to gathering: it returns a failure, and the whole candidate list comes back empty. So on an ordinary page, one with no media prompt at all, the very step that is supposed to pick a safe address to advertise collapses into advertising nothing.
That is the part that makes the emptiness so easy to ship by accident. It is not the exotic case of a page requesting your webcam. It is the default case, and it is exactly the case a detection page exercises.
The reference is a stock Firefox behind a home router. Open a WebRTC probe in one, on a normal connection, and you get a host candidate and a server reflexive candidate whose address is your public IP. Non-empty, with a srflx present. That is the shape a detector expects, and matching it is the goal.
The three states a detector can observe, side by side:
| WebRTC state | Candidate count | Server reflexive (srflx) | Reads as |
|---|---|---|---|
| Stock Firefox behind a home NAT | Non-empty | Present, carries the public IP | Normal |
| Untouched engine via a SOCKS5 proxy | Short or empty | Missing (UDP dropped) | Manipulated |
| This project's fix via the same proxy | Non-empty | Present, carries the proxy egress IP | Normal |
The fix in this project targets both failure paths so the observed shape matches that reference through a proxy:
- When the default-route probe fails, gathering does not abort. It falls back to the local addresses that were already collected and filtered, so the reduced mode still has something valid to work from instead of returning empty.
- The host addresses are masked into the
.localform, so the local network is not exposed even though the list is non-empty. - A server reflexive candidate is synthesized from the proxy's own egress address, the address the browser is genuinely reaching the internet from, so the srflx a real NAT would have produced is present and correct rather than missing. The realness of that candidate, its priority and foundation matching what a genuine gather produces, is covered in ICE candidate spoofing.
The measured result, through a SOCKS5 residential exit: the host candidate reads as
.local, the server reflexive candidate carries the proxy egress IP, the public IP the
page reports equals that egress, and CreepJS shows the WebRTC
panel complete and unblocked rather than recording a suppressed probe. Zero of the
"empty list" and "blocked" states that the untouched paths produce. None of this changes
the behaviour without a proxy, where the real gather runs normally.
The only way to trust any of this is to read the candidate list on the path you deploy on, through the proxy you deploy with, not on localhost. Here is the probe. It creates a peer connection, waits for gathering to complete, and returns the raw candidate lines so you can count them and inspect the addresses.
from invisible_playwright import InvisiblePlaywright
GATHER_ICE = """
() => new Promise((resolve) => {
const pc = new RTCPeerConnection();
const lines = [];
pc.onicecandidate = (e) => {
if (e.candidate) {
lines.push(e.candidate.candidate);
} else {
resolve(lines); // null candidate marks gathering complete
}
};
pc.createDataChannel("probe");
pc.createOffer().then((offer) => pc.setLocalDescription(offer));
setTimeout(() => resolve(lines), 5000); // do not hang if it stalls
});
"""
proxy = {
"server": "socks5://gate.example.com:1080",
"username": "user",
"password": "pass",
}
with InvisiblePlaywright(seed=42, proxy=proxy) as browser:
page = browser.new_page()
page.goto("https://example.com")
candidates = page.evaluate(GATHER_ICE)
print("candidate count:", len(candidates))
has_srflx = any(" typ srflx " in c for c in candidates)
print("has server reflexive:", has_srflx)
for line in candidates:
print(" ", line)
assert candidates, "empty candidate list: the proxy dropped STUN and nothing filled the gap"
assert has_srflx, "no srflx: a real browser behind NAT always emits one"Note that the assertions are written in the positive form. They fail on an empty list and on a missing srflx, because those are the states a detector reads as manipulation. A test that only checked "my real IP did not appear" would pass on a completely empty list, which is the false green that started this whole investigation.
Run it more than once, and compare against the same probe in a stock Firefox on the same machine, since the interesting differences are the ones between the two reports rather than the raw numbers in either. If you need to confirm the exit address the proxy is actually giving you before trusting the srflx value, and to get authentication right for a SOCKS5 pool, see SOCKS5 proxy authentication.
A minimal install to run the snippet:
pip install invisible-playwrightAn empty WebRTC candidate list is not the safe outcome it looks like. It is a state a real browser on a real network does not reach, and a detection page can score the emptiness without ever inspecting a single candidate. The root cause is the transport: a residential proxy carries TCP and drops the UDP that STUN depends on, so the one public candidate a NAT would guarantee never forms, and on ordinary pages the default-route probe fails the same way before STUN is even tried.
The fix is not to hide WebRTC but to make it produce the shape a genuine browser produces through the same proxy: a masked host candidate, and a server reflexive candidate carrying the true egress address. Look real, which means non-empty and consistent, rather than merely quiet. And whichever tool you use, read the candidate list on the deployed path instead of trusting that no leak means all is well.
Why does WebRTC return no ICE candidates behind my proxy? Because a residential SOCKS5 proxy carries TCP and drops UDP, STUN needs UDP to discover your public address, so the server reflexive candidate never forms and the list comes back short or empty.
Is an empty candidate list safe because nothing leaked? No. It is a tell. A real Firefox behind NAT always emits at least one server reflexive candidate, so zero candidates is a state normal browsers do not reach, and detectors read it as manipulation.
Why is the list empty even on a page that never asked for my camera? Pages without media permission use a reduced mode that only advertises the default-route address, and the probe that finds that route is itself UDP. Behind SOCKS it fails and gathering returns empty.
Can I fix this from JavaScript? No. The STUN datagram genuinely cannot traverse a UDP-blocking tunnel, and the default-route probe genuinely fails. It has to be handled below the page, in the engine, by falling back and synthesizing the candidate the proxy prevented.
What should the candidates look like through a working proxy? A host candidate in
the masked .local form and a server reflexive candidate whose address equals the
proxy egress IP, with the public IP the page reports matching that same egress.
How do I test it without fooling myself? Assert the list is non-empty and that a srflx is present, run it through the real proxy rather than localhost, repeat it, and diff against a stock Firefox on the same machine.
- This project's WebRTC release gate and its per-event gathering diagnostics, including the run where a negative-only assertion passed on a browser that was returning nothing behind a proxy.
- Measurements through a SOCKS5 residential exit against public detection suites, comparing candidate count, host form and server reflexive address before and after the fix, against a stock Firefox reference on the same machine.
-
RFC 8489, Session Traversal Utilities for NAT (STUN)
- STUN runs over UDP to discover the public address behind a NAT.
- RFC 1928, SOCKS Protocol Version 5 - defines the UDP ASSOCIATE command that a residential exit typically leaves unimplemented.
-
RFC 8445, Interactive Connectivity Establishment (ICE)
- the candidate types, including the server reflexive candidate a NAT produces.
-
RFC 8828, WebRTC IP Address Handling Requirements
- the reduced default-route modes a page without media permission runs in.
See also: WebRTC leaks through a proxy for the opposite failure of exposing your real address, ICE candidate spoofing for how the synthetic candidate is made to look real, and testing whether your browser is detected for the compare-against-stock method used throughout.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. The empty-list false green on this page cost us a release gate that looked green for weeks.
Documentation
Guides
-
Browser Identity
- navigator.webdriver is not the tell you think it is
- hardwareConcurrency, deviceMemory and storage quota
- Screen size and viewport tells in headless browsers
- Playwright headless vs headed: what detectors see
- Playwright User Agent: Why You Should Not Set It
- Client Hints and Sec-Fetch: headers that must agree
- Codec fingerprinting: canPlayType and MediaCapabilities
- Permissions API: the two answers that must agree
- CSS fingerprinting: what media queries reveal
- What privacy.resistFingerprinting actually does
- speechSynthesis.getVoices() returns an empty array
- Browser extensions are a fingerprint surface
- BFCache and pageshow.persisted under browser automation
- Service workers, storage partitioning and automation
- Web Workers: where page-level fingerprint patches fail
- fake-useragent is archived: what changes and what doesn't
- navigator.buildID and the stale build date tell
- navigator.maxTouchPoints and pointer consistency
- navigator.platform and oscpu on a spoofed OS
- navigator.vendor and productSub: the Firefox tells
- Accept-Language header vs navigator.languages
- window.devicePixelRatio: the pref that spoofs it
- Can you be fingerprinted in incognito mode?
- Is changing the user agent enough to avoid detection?
- Can a website tell you are running on a server?
- Can two devices share a browser fingerprint?
- Does clearing cookies stop fingerprint tracking?
- Color-gamut and HDR media queries as a fingerprint
- Battery API fingerprint: does Firefox expose it?
- Is navigator.connection a fingerprint in Firefox?
- Can the Gamepad API fingerprint or detect a bot?
- Do accelerometer and gyroscope APIs leak on desktop?
- prefers-reduced-motion and other OS-setting tells
- Does storage quota estimate reveal disk size?
- Can scrollbar width reveal my operating system?
-
Canvas, WebGL, Fonts and Audio
- Canvas fingerprint noise: why per-call randomising fails
- Firefox WebGL renderer strings: what ANGLE reports
- WebGL parameters: the numbers are the same on every GPU
- Your renderer string says NVIDIA. Your pixels say software.
- Why headless browsers render different fonts
- How to make Linux and macOS report real Windows fonts
- measureText and TextMetrics as a fingerprinting surface
- AudioContext fingerprinting, and why adding noise backfired
- Canvas and WebGL fingerprints, identical across OSes
- Emoji fingerprinting: why emoji look the same on any OS
- Detecting installed fonts in JavaScript by width
- WebGL shader precision as a fingerprint surface
- AudioContext sampleRate and latency as a fingerprint
- Is WebGPU a browser fingerprint?
-
Network, Proxy and WebRTC
- WebRTC leak with a proxy in Playwright and Selenium
- WebRTC ICE candidate spoofing: the fields that give it away
- Playwright proxy in Python: per-context, and what leaks
- Playwright proxy not working? SOCKS5 auth in Python
- Playwright timezone does not match the proxy IP
- JA3 and JA4: why a TLS fingerprint cannot be patched
- Playwright in Docker: it runs, and still gets blocked
- Web scraping keeps getting blocked with good proxies
- Python web scraping blocked? The TLS fingerprint reason
- SOCKS5 vs HTTP proxy: what each does in the browser
- WebRTC IPv6 leak: why a proxy does not stop it
- HTTP/2 fingerprint: the layer above the TLS handshake
- TLS fingerprint vs User-Agent: the contradiction
- WebRTC has no ICE candidates behind a proxy
- WebRTC IP that matches the proxy exit, by design
- How to check if a proxy leaks your real IP
- about:webrtc: read your real ICE candidates
- Offline timezone resolution from a proxy exit IP
- Residential vs datacenter vs mobile proxies explained
- Sticky vs rotating proxy sessions: which to use
- Does a proxy leak DNS? DoH and DNS leaks explained
- HTTP/3 and QUIC fingerprint: what a site sees
- What is ASN and IP reputation in bot detection?
- What does a mobile carrier IP look like to a site?
- IPv6 vs IPv4: which does your proxy expose?
- Geolocation API vs IP location: keep them consistent
- Does chaining two proxies help avoid detection?
-
The Automation Layer
- Function.prototype.toString and the [native code] check
- The ChromeDriver
cdc_variable, and why renaming it fails - Why an attached debugger makes automation detectable
- Execution context was destroyed, and when it means detection
- Human-like mouse movement: Bezier curves are the easy part
- Why a Playwright upgrade broke 97 of 133 tests overnight
- Playwright persistent profile: what it fixes and breaks
- Why humanized mouse movement can fail on hover()
- Why content_frame() returns None for a cross-origin iframe
- Orphaned Firefox processes on Windows: the killed-runner leak
- Firefox launches but Playwright can't drive it: packaging gap
- Why automating login is riskier than reusing a session
- Playwright new_page vs new_context: the viewport tell
- Playwright dialog and popup handling without a tell
- Playwright download files with Firefox and the tell
- Playwright connect_over_cdp does not work with Firefox
- Playwright mobile emulation on Firefox and isMobile
- Playwright isTrusted: are automated clicks real?
- Playwright set_input_files uploads and the tell
- Can websites detect Playwright? What is actually visible
- Does Playwright Set navigator.webdriver to True?
- Does Playwright Leave Traces a Website Can See?
- Does Playwright Change My Browser Fingerprint?
- Can I Use My Real Browser Profile With Playwright?
- Does Playwright Support Firefox Stealth?
- Is Playwright Firefox Harder to Detect Than Chromium?
- Does Playwright Get Detected on the First Request?
- Why Playwright's bundled Firefox is easy to detect
- ghost-cursor human mouse paths with Playwright
- Stock Playwright, patched Firefox: how they connect
- Intercept and mock network requests with page.route
- Record and replay HTTP traffic with HAR in Playwright
- Record a Playwright trace to debug a failed scrape
- Record a video of a Playwright browser session
- Save and reuse login with storage_state in Playwright
- Read and set cookies in a Playwright context
- Set geolocation and permissions per Playwright context
- Handle HTTP basic auth in Playwright (http_credentials)
- Isolate identities with a browser context per session
- Drag and drop elements in Playwright with drag_to
- When to use an HTTP client vs a real browser
- Migrating from requests + BeautifulSoup to a browser
-
AI Agents and Frameworks
- AI browser agents and stealth: what fits and what does not
- browser-use gets detected: what you can and cannot change
- crawl4ai stealth mode and custom browser engines
- Give a LangChain agent an invisible_playwright browser
- Feed invisible_playwright pages into a RAG index
- Computer-use agents and browser fingerprint detection
- Give an MCP browser server a stealth Firefox engine
- Give each AI agent a reproducible browser identity
- Run parallel browser agents with distinct fingerprints
- Why AI browser agents have their own timing signal
- Running an AI browser agent headless on a server
- Give a browser agent a persistent logged-in session
- smolagents: hand the agent an invisible_playwright tool
- Stagehand and stealth: why a Firefox engine won't drop in
- DOM-reading vs screenshot agents: which stealth helps
- Back a computer-use agent with a real browser engine
- AI agent retry loops trip rate limits, not fingerprints
-
Detectors, Explained
- What bot.sannysoft.com actually checks, row by row
- How CreepJS decides you are lying
- What BotD actually detects, and what it does not
- Why a FingerprintJS visitor ID changes
- reCAPTCHA v3 score: why a fresh browser scores badly
- BrowserLeaks canvas and WebGL hash, explained
- What BrowserLeaks actually tests, surface by surface
- Browser trust scores explained: what the number means
- How do websites detect bots?
- What is a browser fingerprint?
- What data does a website collect about your browser?
- Does a VPN stop browser fingerprinting?
- Do websites know you are using a script?
- How accurate is browser fingerprinting?
- Can a website detect a virtual machine?
- Can websites detect a datacenter or proxy IP?
- getClientRects fingerprinting: subpixel geometry as ID
- Notification.permission as a bot-detection signal
- speechSynthesis voices as a cross-platform fingerprint
- Can a website detect typing by keystroke timing?
- Can a website detect Clipboard API access?
- What are mouse-dynamics behavioural biometrics?
-
Testing and Troubleshooting
- How to test bot detection without a false pass
- Playwright detected as a bot: the checklist to fix it
- Firefox preferences that silently do nothing
- Slow browser launch: a per-request timeout is not a budget
- Playwright screenshot returns noise: readback fix
- Canvas fingerprint changes every run: use a seed
- Playwright TargetClosedError: the causes and the fixes
- Why am I blocked with a clean fingerprint?
- Why Does My Playwright Script Get Blocked?
- Is Playwright headless detectable? What sites check
- Can You Run Playwright Without Being Detected?
- Why Playwright Works Locally but Fails in the Cloud
- Does Playwright Trigger reCAPTCHA More Often?
-
Scraping with Playwright
- How to scrape without getting blocked
- How to scrape a site that blocks headless browsers
- How to scrape infinite scroll pages with Playwright
- How to rotate proxies when scraping with Playwright
- How to scrape data behind a login with Playwright
- How to run Playwright in Docker without getting detected
- How to use invisible_playwright in Docker
- Playwright bot detection: how to avoid it in Python
- How to scrape paginated pages with Playwright
- How to download files with Playwright
- How to upload files with Playwright, and verify it landed
- How to handle cookie consent banners in Playwright
- How to handle popups and modals in Playwright
- How to take full-page screenshots with Playwright
- How to generate a PDF with Playwright and Firefox
- How to wait for content to load in Playwright
- How to retry failed requests when scraping Playwright
- How to scrape pages in parallel with Playwright
- How to rate limit your own Playwright scraper
- How to scrape HTML tables with Playwright
- How to scrape iframe content with Playwright
- How to scrape shadow DOM content with Playwright
- How to capture XHR and API responses in Playwright
- How to scrape geotargeted content with Playwright
- How to scrape real estate listings with Playwright
- How to scrape job postings with Playwright
- How to scrape e-commerce product pages with Playwright
- How to track product prices with Playwright
- How to scrape hotel room prices with Playwright
- How to scrape flight prices with Playwright
- How to scrape classifieds listings with Playwright
- How to scrape vacation rental listings with Playwright
- How to scrape car listings with Playwright
- How to scrape apartment rentals with Playwright
- How to track product stock and restocks with Playwright
- How to scrape location-based store prices with Playwright
- How to scrape flexible-date fare calendars with Playwright
- How to scrape product reviews with Playwright
- How to scrape reviews and ratings with Playwright
- How to scrape news article text with Playwright
- How to scrape business directory listings with Playwright
- How to scrape event and ticket listings with Playwright
- How to scrape restaurant menu data with Playwright
- How to scrape stock and financial data with Playwright
- How to scrape social media profiles with Playwright
- How to scrape forum and community threads with Playwright
- How to scrape image galleries with Playwright
- How to scrape video listings and metadata with Playwright
- How to scrape map-based local results with Playwright
- How to scrape sports scores and stats with Playwright
- How to scrape cryptocurrency prices with Playwright
- How to scrape deals and coupon codes with Playwright
- How to scrape to CSV with Playwright
- How to scrape to JSON Lines with Playwright
- How to scrape into a SQLite database with Playwright
- How to export scraped data to Excel with Playwright
- How to extract JSON-LD structured data with Playwright
- How to extract Open Graph and meta tags with Playwright
- How to extract links and build a crawl frontier in Playwright
- How to scrape RSS and Atom feeds with Playwright
- How to download images in bulk with Playwright
- How to extract clean article text with Playwright
- How to scrape a sitemap.xml with Playwright
- How to scrape into a pandas DataFrame with Playwright
- How to clean scraped prices and dates with Playwright
- Scrape search results by driving a form in Playwright
- Scrape a map-based search with Playwright
- Scrape autocomplete and typeahead inputs with Playwright
- Scrape date-picker calendars with Playwright
- Crawl list pages to detail pages with Playwright
- Scrape lazy-loaded images with Playwright
- Extract data from canvas charts with Playwright
- Scrape a multi-step wizard flow with Playwright
- How to resume an interrupted scrape with Playwright
- Incremental scraping: only new items since last run
- Handle 403 and 429 backoff mid-scrape in Playwright
- Scrape load-more button pages with Playwright
- Scrape nested pagination with Playwright
- Scrape an SPA that changes URL via history API
- Use BeautifulSoup with invisible_playwright
- Run stealth Playwright tests with pytest fixtures
- Run invisible_playwright concurrently with asyncio
- Run invisible_playwright in GitHub Actions CI
- Can you run invisible_playwright serverless?
- Run invisible_playwright in Celery task workers
- Schedule invisible_playwright scrapes with cron
- Run invisible_playwright headful on a server with Xvfb
- Use invisible_playwright in an Airflow DAG
- Combine invisible_playwright with httpx for speed
- Wrap invisible_playwright in a FastAPI service
- Run invisible_playwright in a Jupyter notebook
- Block images to speed up scraping (and when not to)
- Wait for a specific API response in Playwright
Comparisons
- Playwright stealth in Python: three levels that work
- Firefox or Chromium for anti-detect automation
- Chromium is not Chrome, and detectors know the difference
- Playwright stealth vs Camoufox: two patched Firefoxes
- Playwright stealth vs Patchright: driver vs engine
- Playwright stealth vs undetected-chromedriver and nodriver
- playwright-stealth vs a patched engine: page vs browser
- puppeteer-extra-plugin-stealth: unmaintained since 2024
- selenium-stealth hasn't been updated since December 2021
- pyppeteer's own maintainer says to switch to Playwright
- invisible_playwright vs rebrowser-patches: the same CDP fix
- invisible_playwright vs fingerprint-suite: injection vs engine
- invisible_playwright vs playwright-with-fingerprints
- invisible_playwright vs Scrapling
- invisible_playwright vs Ulixee Hero
- invisible_playwright vs SeleniumBase UC Mode
- Splash is unmaintained, and it was never a real browser
- invisible_playwright vs DrissionPage
- WebDriver BiDi vs CDP: does the new protocol hide you
- invisible_playwright vs hrequests
- zendriver vs invisible_playwright: Chrome CDP vs Firefox
- botasaurus vs invisible_playwright: framework vs library
- curl_cffi vs invisible_playwright: TLS client vs browser
- pydoll vs invisible_playwright: CDP without a driver
- selenium-driverless vs invisible_playwright stealth
- puppeteer-real-browser vs invisible_playwright
- Migrating from Selenium to Playwright for stealth
- Migrating from Puppeteer to Playwright for stealth
- undetected-chromedriver vs a patched Firefox browser
- scrapy-playwright vs a patched Firefox for stealth
- playwright-extra stealth plugins vs a patched browser
- tls-client vs a real browser: when TLS is enough
- Anti-detect browser or Playwright stealth: which you need
- undetected-playwright vs a patched Firefox binary
Integrations
- Using invisible_playwright with CodeceptJS
- Using invisible_playwright with Crawlee for Python
- Using invisible_playwright with Crawlee for JavaScript
- Using invisible_playwright with scrapy-playwright
- Using invisible_playwright with Robot Framework Browser
- Cypress, WebdriverIO, TestCafe and Nightwatch integration
- Using invisible_playwright with Microsoft's Playwright MCP
- Using the engine from Go, Java, C#, Ruby and Rust
docs/ source folder