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)
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.
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.
You 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": {
"e2e-runner": {
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}Run this in your terminal
claude mcp add e2e-runner -- npx -y @matware/e2e-runnerPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"e2e-runner": {
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}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": {
"e2e-runner": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@matware/e2e-runner"
]
}
}
}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.
These 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 6, 2026
The registry name was verified with the GitHub account fastslack, 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 (1.3.0) reached the registry 8 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js, Docker 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.
English · Español
@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
Only the beginning is shown; read the rest in the repo