Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
A 659 KB Rust binary driving the OS WebView — no Chromium. 16 MCP tools for AI agents.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
제작자가 레지스트리에 설치 정보를 올리지 않았어요. 아래 제작자의 README를 확인하세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 slabbdev 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.7.0)은 30일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요.
같은 카테고리에는: Browser Use, Chrome DevTools MCP, MCP Server Browser
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The browser for agents. One tiny Rust binary driving the WebView your OS already ships — no Chromium, no download, no RAM bonfire.
*Navette* is French for shuttle — the small vessel that carries your agent from page to page. Always fueled (the engine ships with your OS), light enough to ignore, and it skips the human web's garbage so your agent doesn't have to.
Single Rust binary, three modes:
$ ls -lh target/release/navette
-rwxr-xr-x 1 user staff 725K navette
725 KB installed on macOS (release binaries track it; the OS-keychain store for logged-in states costs ~100 KB). Windows-x64 / linux-x64 ride the wry backends. Playwright ships 218 MB. Lightpanda ships 96 MB (and cannot screenshot). Measured claims, reproducible with one command (BENCHMARKS.md):
Why not Apple's Safari MCP server (2026)? Same thesis, different scope: navette is agent-first (8 primitives, ghost windows, resident daemon), open source, and cross-platform by design (WebView2 on Windows *is* Chromium — preinstalled). Apple's is macOS-and-Safari-shaped.
Why not just fetch + readability? For static pages, do that — it beats everyone. navette exists for what fetch can't do: JS-built pages, logins, sessions, forms, screenshots, acting like a human.
Why not an ML extraction model? Two trades, not a ranking — pulpie-mcp lives on the ML side of this lane. Trained extraction models survive hostile HTML — agency templates, mangled CMS output — where a DOM walk picks the wrong node, at roughly ~600 ms of compute per page. navette's native DOM walk costs ~10 ms per page and wins wherever the markup is sane, which is most documentation, news and dev-tool pages — most of what agents actually read. The layers compose: when one target's markup is hostile enough that native extraction picks garbage, hand *that* page's raw HTML to an ML pass.
Is navette a crawler? No — deliberately. navette does navigate/read/screenshot/act on a URL you hand it; robots → sitemap → link discovery is a layer above, not a core primitive. Point a crawler at navette when its targets need a real engine.
Screenshot fidelity? Capture is native per engine (v1.3+) — what the compositor drew, not a re-render — and viewport-sized; set the viewport before navigating for repeatable captures. Full-page capture is not implemented yet; tracked honestly rather than approximated.
Security? The server binds 127.0.0.1 only, non-local Host headers are refused (DNS-rebinding guard; /health exempt), token comparison is constant-time, and proxy URLs are credential-redacted in logs. Session isolation is CI-enforced on every engine — a cookie imported into one session must not appear in another's jar, or the build fails: macOS (non-persistent WKWebsiteDataStore per session) · Windows (one WebView2 profile per session + InPrivate — InPrivate alone shares one profile across controllers, #6) · Linux (fresh WebContext per session; cookies never touch disk — HTTP cache/HSTS still do, #6). Cross-run state moves explicitly: state_export / state_import. The agent's JS executes in the OS WebKit sandbox, not in your terminal. For anything beyond a private laptop, --token SECRET requires Authorization: Bearer on every route (except /health) — an MCP host attaches with the NAVETTE_TOKEN env var. Logged-in states belong in the OS keychain, not in plaintext sidecar files (#8): navette state save NAME writes the jar inside the daemon and only metadata ever returns — the request carries a name, the keychain holds the secret, and macOS re-prompts on a new binary (ACL), an implicit per-release consent. Credentials go one step further (stage 2, shipped): a human saves a login with navette creds set SITE (hidden stdin, bound to the exact origin of the session's current page), then any agent fills the login form with POST /login {"site": SITE} — the password is resolved inside the daemon and injected into the page; it never appears in the request, the response, or a log, and there is no read-back API at all. The fill is refused on any other origin — a hostile page or a prompt-injected agent can neither harvest the secret nor aim it elsewhere. 2FA stays human (session_show). The one honest limit: at fill time the password does reach the page — the same as human typing; the origin-binding is the defense.
Operator flags (serve): --proxy URL (HTTP CONNECT / SOCKS5, wry backends — macOS follows the system proxy), --user-agent UA (per-serve override), --idle-release MIN (drop idle WebKit sessions, the daemon stays resident).
brew install slabbdev/tap/navette # macOS arm64
cargo install navette-browser # any platform, from source docker run -i --rm ghcr.io/slabbdev/navette navette mcp # container, stdio MCP (amd64+arm64) navette serve --port 8765 # HTTP API on loopback navette mcp # MCP stdio for agent hosts navette state save NAME # the session's login state → OS keychain navette creds set NAME # a login the agent can use but never see navette install-daemon # resident: warm from login
Or build from source:
cargo build --release # rustup; macOS fully shipped — Windows (WebView2) / Linux (WebKitGTK) backends aboard
./target/release/navette serve --port 8765 # HTTP API on loopback ./target/release/navette mcp # MCP stdio for agent hosts ./target/release/navette install-daemon # resident: warm from login, 24 ms first page ./target/release/navette uninstall-daemon
The mcp mode auto-starts serve if nothing is listening (it idles politely if the port is already served by another navette). The resident daemon is a LaunchAgent with KeepAlive — the cold start an agent feels drops to 24–37 ms while sessions are warm. With --idle-release MIN that window gains an honest edge: idle sessions drop, and the first request after that re-warms through the pre-warm path in ~100 ms — the daemon itself never exits.
| Route | Body | Returns |
|---|---|---|
GET /health | — | {ok, name, engine} |
GET /sessions | — | sessions with url + title |
POST /navigate | {url, session?, with_content?, format?} | {ok, url, title[, content]} — with_content folds the read into one round-trip |
POST /read | {session?, format?} markdown/text/html | {ok, content} |
POST /screenshot | {session?} | PNG bytes |
POST /click | {selector, session?, wait_navigation?} | {ok} (real pointer+mouse events — opens Radix/HeadlessUI menus too; opt-in auto-wait for form-POST navigations) |
POST /type | {selector, value, session?} | {ok} (React-safe native setter) |
POST /evaluate | {js, session?} | {ok, result} |
POST /wait | {selector, ms?, session?} | {ok} |
POST /sessions/state | {session, store?} | cookies JSON — the logged-in state; with store, the jar goes to the OS keychain under that name and only {stored, origin, cookies} returns — the jar never rides the wire |
POST /sessions/load | {session, cookies} or {session, store} | {ok, imported[, origin, saved_at]} restore a logged-in state from JSON or from the keychain |
GET /states | — | stored states — names, origins, timestamps; never the jars |
POST /states/delete | {name} | {ok} remove one |
POST /creds/set | {site, username, password, session} | {site, origin} — HUMAN step (the CLI prompts on hidden stdin); the credential binds to the session page's exact origin |
GET /creds | — | sites + origins + usernames — never passwords |
POST /creds/delete | {site} | {ok} remove one |
POST /login | {site, session?, submit?} | fill + submit the login form from the keychain — the password never appears in the request, the response, or a log; 403 unless the session is on the credential's origin |
POST /sessions/viewport | {width, height, session?} | {ok, width, height} set the viewport (default 1280x800) |
POST /sessions/show | {session?} | {ok, visible} put the session's window ON SCREEN — titled, keyable, centered; for one-time human logins inside a session |
POST /sessions/hide | {session?} | {ok, visible} order the window back out (session and state untouched) |
POST /hover | {selector, session?} | {ok} (mouseover/mousemove at the element's center) |
POST /key | {key, selector?, session?} | {ok} (keydown+keyup on the focused element) |
POST /scroll | {y?, selector?, session?} | {ok, y} absolute scroll or scrollIntoView |
POST /upload | {selector, filename, content_base64, mime?, session?} | {ok, files} — fills a file input with in-memory content (DataTransfer; no OS dialog) |
POST /sessions/close | {session} | {ok} |
Sessions are created lazily; ghost windows are attached only when a screenshot needs them.
JS dialogs (alert/confirm/prompt) are auto-handled in-page: alert logs and no-ops, confirm accepts, prompt returns its default — agents never deadlock on a hidden modal.
Register once (ZCode example, workspace .zcode/config.json):
{ "mcp": { "servers": { "navette": {
"command": "/abs/path/to/navette/target/release/navette", "args": ["mcp"] } } } }
The host gets 19 tools: navigate, read, screenshot (returned as MCP image content — the agent *sees* the page), click, hover, type, key, evaluate, wait, scroll, upload, viewport, sessions, session_close, session_show / session_hide (put the window on screen so a human can log in, then take it away — the state stays), login (fill + submit from the keychain — the agent never sees the password), state_export / state_import (cookies — the Playwright storageState equivalent — with an optional store name that parks the jar in the OS keychain so it never crosses the wire).
src/main.rs HTTP server (std::net), routes, agent-first JS snippets
src/mcp.rs MCP stdio adapter + serve auto-start src/webviewkit.rs the kit contract — a trait every backend must implement, so surface parity is compile-enforced (a backend that misses a primitive or drifts on a signature won't build) src/backend_macos.rs WKWebView via raw objc2 — ghost windows, lazy attach, measured cold-start ordering (AppKit -> listener -> pre-warm) src/backend_wry.rs Windows (WebView2) / Linux (WebKitGTK) via wry + tao — same surface, IPC-shim results, URL-matched navigation src/backend_stub.rs fallback for other targets (placeholder, same contract)
The 8 primitives are engine-agnostic; each platform backend is a thin layer over the system WebView behind this exact surface — now pinned by the WebviewKit trait
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요