Undetectable browser automation for LLM agents, spoken over MCP.
SaferSkills independently audited Zendriver MCP (MCP Server) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
<!-- mcp-name: io.github.bituq/zendriver-mcp -->
Undetectable browser automation for LLM agents, spoken over MCP.
zendriver-mcp is an MCP server that gives your coding agent (Claude, Cursor, Gemini, Copilot) a real Chrome browser it can actually use on the real web - behind Cloudflare, behind login walls, on pages that detect and block WebDriver.
It's built on Zendriver, which speaks the Chrome DevTools Protocol directly instead of going through WebDriver. That means no navigator.webdriver flag, no headless telltales, and a fingerprint that looks like an ordinary Chrome install.
On top of that foundation, zendriver-mcp layers everything an agent needs to get work done: a token-efficient DOM walker, an accessibility tree with stable uids, performance traces, Lighthouse audits, heap snapshots, human-like input, device emulation, cookie round-tripping, and more - 96 tools across 22 modules.
Cloudflare Turnstile solver, identity overrides (UA, locale, timezone, geolocation), and bezier-curve mouse movement plus gaussian typing timing.
that reports 96% fewer tokens than raw HTML, and a CDP accessibility tree keyed by stable uids that survive re-renders.
heap snapshots in the standard .heapsnapshot format, Lighthouse audits via the Lighthouse CLI reusing the same browser.
to JSON, re-import on the next session. Log in once, reuse everywhere.
throttling; Slow 3G / Fast 3G / 4G / offline network profiles; force prefers-color-scheme.
| Module | Tools |
|---|---|
browser | start, stop, status |
navigation | navigate, back, forward, reload, page info |
tabs | new / list / switch / close |
elements | click, type, clear, focus, select, upload |
query | find element(s), text, attributes, buttons, inputs |
content | HTML, text, interaction tree, scroll |
storage | cookies (document.cookie), localStorage |
logging | network + console logs, wait-for-request |
forms | fill form, submit, key press, mouse click |
utils | screenshot, execute JS, wait, security audit |
stealth | Cloudflare bypass, UA / locale / timezone / geolocation overrides |
humanlike | human_click, human_type, estimated_typing_duration |
emulation | viewport, device presets, CPU + network throttle, media |
devtools | start/stop trace, take heap snapshot |
lighthouse | run audit, check CLI availability |
screencast | start / stop (writes frame directory) |
accessibility | AX snapshot with stable uids, click_by_uid, describe_uid |
cookies | export / import / list / clear (CDP-level, all origins) |
network_control | block URLs, extra headers, bypass service worker |
permissions | grant / reset, list names |
proxy | configure / clear (restarts browser with proxy args) |
interception | mock_response, fail_requests, list, stop |
screencast | + export_screencast_mp4, check_ffmpeg_available |
Full signatures live in the docstrings of src/tools/*.py and are auto-listed by the MCP handshake.
Published on PyPI: <https://pypi.org/project/zendriver-mcp/>.
Requires Python 3.10+ and a Chrome / Chromium install.
# Zero-setup, re-resolves on every run - great for Claude Desktop configs
uvx zendriver-mcp
# Or install once, invoke many
uv tool install zendriver-mcp
pipx install zendriver-mcp
pip install zendriver-mcp{
"mcpServers": {
"zendriver": {
"command": "uvx",
"args": ["zendriver-mcp"]
}
}
}No clone, no --directory, no absolute path. If you prefer a permanent install instead, swap `"command": "uvx" for "command": "zendriver-mcp" after running uv tool install zendriver-mcp`.
Working on zendriver-mcp itself? Clone + uv sync, then point your MCP client at the checkout:
{
"mcpServers": {
"zendriver": {
"command": "uv",
"args": ["--directory", "/absolute/path/to/zendriver-mcp", "run", "zendriver-mcp"]
}
}
}Optional flags on the CLI:
--browser-path /path/to/chrome - point at a specific Chrome binary--transport stdio - only stdio for now; SSE/HTTP arrive when upstreammcp ships stable support
# Ask the browser to start, log in once, save the session.
await start_browser()
await navigate("https://example.com/login")
await fill_form({"#email": "[email protected]", "#pw": "..."})
await export_cookies("~/sessions/example.json")
# Next run: skip the login entirely.
await start_browser()
await import_cookies("~/sessions/example.json")
await navigate("https://example.com/dashboard")
# Get an accessibility snapshot, click by stable uid.
snap = await get_accessibility_snapshot()
await click_by_uid("ax_1b2c3d4e")
# Record a performance trace while you click around.
await start_trace()
await human_click(selector="#buy-now")
await stop_trace("/tmp/buy-flow.json") # loads in Chrome DevTools
# Run Lighthouse against the current browser.
await run_lighthouse("https://example.com", form_factor="mobile")The interaction tree emits compact rows like {"id": 1, "t": "btn", "l": "Search", "r": "hdr"}:
t (type), l (label), r (region)aria-label, aria-labelledby, associated<label>, placeholder, text, title, alt
hdr, nav, main, side, ftr, dlgbutton -> btn, checkbox -> chk, etc.Reported reduction on perplexity.ai: ~96% fewer tokens than raw HTML (~11k -> ~400).
For flows that span multiple actions, prefer get_accessibility_snapshot + click_by_uid - the uids stay valid as long as the underlying backend node survives, even across re-renders.
uv sync
uv run ruff check .
uv run ruff format --check .
uv run mypy src
uv run pytestCI runs the same four on every push and PR.
Everything on the original roadmap shipped in the 0.2 / 0.3 releases:
Fetch.enable)--proxy-server)ToolResponse envelope adopted in rich-output toolsDocumentation site: <https://bituq.github.io/zendriver-mcp/>
What's next is driven by actual usage. Ideas on deck:
mock_responseFetch.enable with patterns (faster than our "match all then filter")MIT. See LICENSE.
underneath.
ShubhamChoulkar/Zendriver-MCP. This project started as a fork and has since grown its own identity and feature set.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.