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)
Code-aware browser testing agent — 14 Playwright tools for AI code editors via MCP
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": {
"vibe-testing": {
"command": "npx",
"args": [
"-y",
"vibe-testing"
]
}
}
}Run this in your terminal
claude mcp add vibe-testing -- npx -y vibe-testingPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"vibe-testing": {
"command": "npx",
"args": [
"-y",
"vibe-testing"
]
}
}
}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": {
"vibe-testing": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"vibe-testing"
]
}
}
}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 8, 2026
The registry name was verified with the GitHub account AishwaryShrivastav, 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 (0.4.6) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js 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:↓ Downloads per weeki★ 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.
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.
Code-aware browser testing for AI coding agents.
Product site · npm · MCP Registry · Smithery · Privacy · Launch status
Listed in Awesome MCP Servers. The download badge shows npm's cumulative package downloads; npx package fetches contribute to that total.
vibe-testing reads your codebase so tests use your real routes and field names, runs them in a real Playwright browser, remembers what broke, and tells you what your last change fixed or regressed. It works as an MCP server that gives your editor (Claude Code, Cursor, Windsurf, VS Code Copilot, Roo Code) 14 testing tools, or as a standalone CLI.
The repository is also an Agent Plugin with a release-qa skill. Compatible agents get both the testing tools and a senior-QA workflow for coverage, evidence, regression checks, and a clear release verdict.
cd /path/to/your/project
npx vibe-testing@latest init
Then open your editor and say:
"Scan this codebase and test it against http://localhost:3000"
Playwright MCP gives your agent hands. vibe-testing gives it a testing workflow: code-derived scenarios, memory across runs, and a report. Two things a stateless browser tool cannot do:
1. Run it twice and it tells you what you broke. Every run writes .vibe/run-snapshot.json and diffs it against the previous run. Every scan writes .vibe/route-manifest.json and diffs your routes. The second run prints regressions and fixes instead of a wall of results:
Changes since last run
Fixed: /login Regression: /checkout New: /admin/users
The same diff reaches your editor as snapshot_diff on run_full_test and run_converge, and as route_changes on scan_codebase, so the agent can flag "checkout broke after that commit" without anyone scrolling a report. Flaky routes, working selectors, and measured timeouts are also remembered between runs.
2. Zero LLM calls inside the tool. Pass/fail verification is heuristic: URL changes, toast detection, API errors. Your editor's model decides what to test; vibe-testing does the browsing and checking. No API key, no per-run cost beyond the editor subscription you already pay for.
npx vibe-testing@latest init
| Registers 14 MCP tools in your editor | You ask: "Test the checkout flow" | AI calls: scan_codebase -> get_context("checkout") -> login -> explore_page -> execute_scenario -> generate_report | HTML report opens in browser with screenshots of every step
No test cases to write. The AI reads your source code to understand real field names and routes, opens a browser, tests everything, and shows you what's broken.
init also:
~/.claude/settings.json, ~/.cursor/mcp.json, and so on) so the tools are available in every project, every session.env, vite.config, framework defaults)VIBE.md (edit with your test credentials) and vibe.config.jsonInstall this repository as a plugin when your agent supports the Agent Plugins standard. It includes the portable release-qa skill and starts the published npm MCP server with no API key.
https://github.com/AishwaryShrivastav/vibe-testing as an Agent Plugin. claude plugin marketplace add AishwaryShrivastav/vibe-testing
claude plugin install vibe-testing@vibe-testing
- Other compatible agents: load the repository root containing `plugin.json`, `skills/`, and `mcp.json`.
The direct MCP and CLI setup below remains available for editors without plugin support.
Claude Desktop and other MCPB hosts can install one local bundle. Build and validate it from this repository:
npm ci
npm run build:mcpb
The artifact is written to artifacts/vibe-testing- .mcpb. See the MCPB distribution guide for the bundle contents, validation steps, Smithery handoff, and the one-time Playwright Chromium prerequisite.
npx vibe-testing@latest init
Detects and configures all installed editors. Done.
Add to ~/.claude/settings.json (global, works in every project):
{
"mcpServers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
Or add to .mcp.json in your project root (project-level only):
{
"mcpServers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):
{
"mcpServers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
Add to .vscode/mcp.json in your project:
{
"servers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
Add to .roo/mcp.json:
{
"mcpServers": { "vibe-test": { "command": "npx", "args": ["-y", "vibe-testing@latest", "--mcp"] } } }
{
"mcpServers": { "vibe-test": { "command": "node", "args": ["/path/to/vibe-testing/dist/mcp-server.js"] } } }
14 tools available to your AI editor after setup:
| Tool | When to call | Returns |
|---|---|---|
configure | Start here on a new project. Detects framework, server, and authentication | Structured setup result and idempotent project files |
scan_codebase | Always first. Reads source code, finds routes/forms/tests/gaps | Routes, forms, coverage map, generated scenarios, route_changes since last scan |
get_context | Before writing test steps. Returns source files for a feature | Actual source code with real field names and selectors |
login | When app requires authentication | Post-login screenshot, token state, API calls observed |
scan_page_elements | To see all interactive elements on a page | Element list with selectors plus page screenshot |
explore_page | Broad "does everything work?" testing | Interaction results, API calls, errors, screenshot |
execute_scenario | Run specific test steps | Step-by-step logs plus screenshots |
get_coverage | View coverage map and untested routes | Coverage entries, gaps, available scenarios |
suggest_tests | Find coverage gaps after exploration | Prioritized, ready-to-run scenarios with steps |
take_screenshot | Quick visual verification | Screenshot of any URL |
generate_report | Build HTML report (auto-opens) | Report path plus summary |
run_full_test | One-shot: scan, execute, explore, report | Full results plus snapshot_diff vs last run |
run_converge | Iterative testing until thresholds | Summary across all rounds plus snapshot_diff vs last run |
cleanup | Close browsers, free resources | - |
`scan_codebase`
{
"codebase_path": "/path/to/project", "url": "http://localhost:3000", "mode": "deep" }
`get_context`
{ "feature": "login" }
{ "feature": "/checkout" } { "feature": "user profile form" }
`login`
{
"email": "test@example.com", "password": "TestPass123!", "login_url": "/login" }
`scan_page_elements` / `explore_page`
{
"route": "/dashboard", "authenticated": true }
`execute_scenario`
{
"scenario": { "id": "create-item", "name": "Create a new item", "route": "/items", "steps": [ { "action": "navigate", "url": "/items", "description": "Open items page" }, { "action": "click", "selector": "text=Add Item", "description": "Open create form" }, { "action": "fill", "selector": "[name='title']", "value": "Test Item", "description": "Fill title" }, { "action": "fill", "selector": "[name='description']", "value": "Test description", "description": "Fill description" }, { "action": "click", "selector": "button[type='submit']", "description": "Submit form" } ], "expected_outcome": "New item appears in the list", "requires_auth": true } }
Step actions: navigate, fill, click, select, wait, assert, upload
CLI and MCP use the same scenario runner. An assert step evaluates every supplied condition:
selector: the target must be visible. CSS, text=, label=, and placeholder= are supported; the named locators match exactly.value: visible text must contain this string, on the selected element or on the page body when no selector is supplied.url: the current URL must exactly match this absolute URL or path resolved against the configured base URL, including query and fragment.For example:
{ "action": "assert", "selector": "#confirmation", "value": "Saved", "url": "/settings", "timeout": 5000, "description": "Check saved settings" }
These checks wait up to the step timeout (default 15000 ms per check). A failed assertion stops the scenario, records a failed step and reason, and returns status: "fail"; MCP also sets isError: true. Explicit conditions are used as the verdict after the existing authentication and form API checks. The description and expected_outcome prose are not executable assertions. Without selector, value, or url, assert only checks page health: at least 10 characters of visible body text and no nonempty visible error indicators. This compatibility check does not prove a described business outcome.
upload requires a file-input `sel
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