Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"e2e-runner": {
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add e2e-runner -- npx -y @matware/e2e-runner프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"e2e-runner": {
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"e2e-runner": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
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 fastslack 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(1.3.0)은 8개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js, Docker도 있어야 해요.
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.
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@matware/e2e-runner
The AI-native E2E test runner that writes, runs, and debugs tests for you.
E2E Runner lets you test your web app without writing test code. Tests are plain JSON — and you don't even have to write that yourself: just ask Claude Code.
The live dashboard while a suite runs — every step streams a screenshot into the feed, in real time.
With the built-in MCP server, creating a test is a conversation — no docs, no syntax to memorize:
You: *Create an E2E test for the login flow and run it.*
Claude Code: *writes the test, runs it in a real browser, and reports back —*
✅
login-flowpassed in 2.3s · screenshot saved · no network errors.
Behind the scenes Claude just wrote and ran this. A test is just JSON — an ordered list of what a user does:
[
{ "name": "login-flow", "actions": [ { "type": "goto", "value": "/login" }, { "type": "type", "selector": "#email", "value": "user@test.com" }, { "type": "type", "selector": "#password", "value": "secret" }, { "type": "click", "text": "Sign In" }, { "type": "assert_text", "text": "Welcome back" }, { "type": "screenshot", "value": "logged-in.png" } ]} ]
No imports, no describe/it, no build step. If you can read it you can write it — or just ask.
Connect it to Claude Code (2 commands):
claude plugin marketplace add fastslack/mtw-e2e-runner
claude plugin install e2e-runner@matware
Now say *"create a test for X and run it"* — Claude gets 17 MCP tools, slash commands, and specialized agents.
Using a different agent (Cursor, Codex, Copilot, 40+ more)? Install the skill:
npx skills add fastslack/mtw-e2e-runner
| Section | What's inside | |
|---|---|---|
| 🚀 | [Install & first test](#install) | npm setup · run with your own Chrome (no Docker), Obscura, or a Docker pool |
| ✨ | [What you get](#features) | feature overview at a glance |
| ✍️ | [Writing tests](#writing-tests) | test format · full action catalog · retries · serial · modules · auth · hooks |
| 🤖 | [AI integration](#ai) | Claude Code · OpenCode · 17 MCP tools · visual verification · issue-to-test |
| 📊 | [Dashboard & insights](#dashboard) | live dashboard · learning system · network logs · screenshot capture |
| 🌐 | [Browser drivers](#drivers) | browserless · cdp · lightpanda · obscura · steel |
| ⚙️ | [CLI, config & CI](#reference) | commands · flags · e2e.config.js · GitHub Actions · programmatic API |
npm install --save-dev @matware/e2e-runner
npx e2e-runner init # scaffolds e2e/ with a sample test + config
Then pick how to run the browser. You don't need Docker unless you want the parallel pool:
Launch any Chromium browser with a debugging port, then point the runner at it:
google-chrome --headless=new --remote-debugging-port=9222 & # or brave / chromium / msedge
CHROME_POOL_URL=http://localhost:9222 POOL_DRIVER=cdp npx e2e-runner run --all
Or bake it into e2e.config.js so you never repeat it:
export default {
baseUrl: 'http://localhost:3000', // your app — plain localhost, no docker hostname poolUrls: ['http://localhost:9222'], poolDriver: 'cdp', };
Nothing to install beyond npm, and baseUrl is just localhost (the browser is on your machine).
A single ~30 MB binary with built-in anti-detection. Install once, run it, point the runner at it:
obscura serve --port 9222 --stealth &
CHROME_POOL_URL=http://localhost:9222 POOL_DRIVER=obscura npx e2e-runner run --all
npx e2e-runner pool start (with poolDriver: 'obscura' in your config) prints the exact install command for your OS.
A shared, queue-managed Chrome pool that runs many tests at once:
npx e2e-runner run --all # the first run auto-starts the Docker pool for you
Requires Docker. Set baseUrl: 'http://host.docker.internal:3000' so the containerized Chrome can reach your app.
Why host.docker.internal (Docker option only)?
With the Docker pool, Chrome runs inside a container, so localhost there means the container — not your machine. host.docker.internal bridges to your host. On Linux (Docker Engine, not Docker Desktop) add --add-host=host.docker.internal:host-gateway, or use your LAN IP. Options 1 & 2 don't have this — the browser is local, so plain localhost just works.
Open e2e/tests/sample.json — a flow is an ordered list of actions:
[
{ "name": "homepage loads", "actions": [ { "type": "goto", "value": "/" }, { "type": "assert_text", "text": "Welcome" }, { "type": "screenshot", "value": "home.png" } ]} ]
Run it with npx e2e-runner run --all. Results — pass/fail, timing, screenshots, network errors — print to your terminal and to the web dashboard if it's open.
Add OpenCode (optional)
cp node_modules/@matware/e2e-runner/opencode.json ./
mkdir -p .opencode && cp -r node_modules/@matware/e2e-runner/.opencode/* .opencode/
See OPENCODE.md for details.
Each install method updates separately — bump the one(s) you use:
# npm dependency (per project)
npm install --save-dev @matware/e2e-runner@latest
claude plugin update e2e-runner@matware
claude mcp add --transport stdio --scope user e2e-runner \ -- npx -y -p @matware/e2e-runner@latest e2e-runner-mcp
[!NOTE]
Two gotchas: (1)
npxprefers a copy found in the project'snode_modulesover its own cache — if a project pins an old version, the MCP server and dashboard run that old version, so update the project dependency too. (2) Already-running processes keep the old code in memory: after updating, restart the dashboard and reconnect the MCP server (/mcp→e2e-runner→ Reconnect, or restart your session).
🧪 Zero-code tests — JSON files that anyone on your team can read and write. No JavaScript, no compilation, no framework lock-in.
🤖 AI-powered testing — Claude Code creates, executes, and debugs tests natively through 17 MCP tools. Ask it to "test the checkout flow" and it builds the JSON, runs it, and reports back.
🐛 Issue-to-Test pipeline — Paste a GitHub or GitLab issue URL. The runner fetches it, generates E2E tests, runs them, and tells you: *bug confirmed* or *not reproducible*.
👁️ Visual verification — Describe what the page should look like in plain English. The AI captures a screenshot and judges pass/fail against your description. No pixel-diffing setup needed.
🧠 Learning system — Tracks test stability across runs. Detects flaky tests, unstable selectors, slow APIs, and error patterns — then surfaces actionable insights.
⚡ Parallel execution — Run N tests simultaneously against a shared browser pool (browserless, raw CDP, Lightpanda, Obscura, or Steel). Serial mode available for tests that share state.
🎯 Pluggable browser drivers — Pick the engine that fits each test: real Chrome via browserless, Lightpanda or Obscura for fast lightweight runs, Steel for managed sessions. Set driver per test or override the whole run with --driver.
📊 Real-time dashboard — Live execution view, run history with pass-rate charts, screenshot gallery with hash-based search, expandable network request logs.
🔁 Smart retries — Test-level and action-level retries with configurable delays. Flaky tests are detected and flagged automatically.
📦 Reusable modules — Extract common flows (login, navigation, setup) into parameterized modules and reference them with $use.
🏗️ CI-ready — JUnit XML output, exit code 1 on failure, auto-captured error screenshots. Drop-in GitHub Actions example included.
🌐 Multi-project — One dashboard aggregates test results from all your projects. One Chrome pool serves them all.
🐳 Portable — Chrome runs in Docker, tests are JSON files in your repo. Works on any machine with Node.js and Docker.
Everything about authoring tests — the file format, the full action vocabulary, retries, state isolation, and reuse. Expand what you need:
Test format & file layout
Each .json file in e2e/tests/ contains an array of tests. Each test has a name and sequential actions:
[
{ "name": "homepage-loads", "actions": [ { "type": "goto", "value": "/" }, { "type": "assert_visible", "selector": "body" }, { "type": "assert_url", "value": "/" }, { "type": "screenshot", "value": "homepage.png" } ] } ]
Suite files can have numeric prefixes for ordering (01-auth.json, 02-dashboard.json). The --suite flag matches with or without the prefix, so --suite auth finds 01-auth.json.
Action catalog — navigation, input & interaction
| Action | Fields | Description |
|---|---|---|
goto | value | Navigate to URL (relative to baseUrl or absolute) |
click | selector or text | Click by CSS selector or visible text content. Text mode also takes scope: "dialog", visible: true, last: true |
type / fill | selector, value | Clear field and type text |
wait | selector, text, gone, or value (ms) | Wait for element/text to appear, for gone to disappear (spinner/dialog), or fixed delay. Prefer conditions over fixed value sleeps |
screenshot | value (filename) | Capture a screenshot |
select | selector, value | Select a dropdown option |
| clear | selector | Clear
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요