vibe-testing
MCP serverWeb & browsingvibe-testing lets your AI test web apps in a real browser instead of just reading code. It adds 13 browser tools built on Playwright, so your AI can open pages, interact with them, and confirm your code actually works. Because it is code-aware, it tests with your project in mind and reports what it finds.
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What your AI can do with it
- Open web pages and interact with them in a real browser
- Click, type, and navigate to test user flows end to end
- Verify that code changes behave correctly in the browser
- Run browser tests directly from your AI code editor
- Report what worked and what broke during a test run
Getting started
- Save this item in Your setup as a reference.
- Read the source or reference documentation for its setup requirements. Saving it here does not connect it to your AI.
- Check this page for availability before trying to install it through Ahel.
From the project's README
As published by aishwaryshrivastav/vibe-testing in README.md.
Code-aware browser testing for AI coding agents.
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) 13 testing tools, or as a standalone CLI.
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"
Why not just a browser tool
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.
Contents
- How it works
- MCP setup (per editor)
- MCP tools reference
- Recommended workflow
- init command
- CLI commands
- VIBE.md, project guidance
- Configuration (vibe.config.json)
- Supported frameworks
- Memory and regression detection
- FAQ
How it works
npx vibe-testing@latest init
|
Registers 13 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:
- Detects which AI editors you have installed
- Registers vibe-test in global editor configs (
~/.claude/settings.json,~/.cursor/mcp.json, and so on) so the tools are available in every project, every session - Creates project-level MCP configs and AI instruction files
- Auto-detects your app's URL (reads
.env,vite.config, framework defaults) - Creates
VIBE.md(edit with your test credentials) andvibe.config.json - Installs the matching Playwright Chromium build
MCP setup
Option 1: automatic (recommended)
npx vibe-testing@latest init
Detects and configures all installed editors. Done.
Option 2: manual per editor
Claude Code
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"]
}
}
}
Cursor
Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):
{
"mcpServers": {
"vibe-test": {
"command": "npx",
"args": ["-y", "vibe-testing@latest", "--mcp"]
}
}
}
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"vibe-test": {
"command": "npx",
"args": ["-y", "vibe-testing@latest", "--mcp"]
}
}
}
VS Code (GitHub Copilot)
Add to .vscode/mcp.json in your project:
{
"servers": {
"vibe-test": {
"command": "npx",
"args": ["-y", "vibe-testing@latest", "--mcp"]
}
}
}
Roo Code / Cline
Add to .roo/mcp.json:
{
"mcpServers": {
"vibe-test": {
"command": "npx",
"args": ["-y", "vibe-testing@latest", "--mcp"]
}
}
}
From local build (development)
{
"mcpServers": {
"vibe-test": {
"command": "node",
"args": ["/path/to/vibe-testing/dist/mcp-server.js"]
}
}
}
MCP tools reference
13 tools available to your AI editor after setup:
| Tool | When to call | Returns |
|---|---|---|
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 | - |
Tool inputs
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=, andplaceholder=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 selector and a nonempty file path in value.
Relative paths resolve against the codebase root. Hidden file inputs are
supported. A missing file, directory, missing target, or target that is not a
file input returns status: "error". The action selects one file using
Playwright; add an assertion of the resulting UI to verify application-side
processing. It does not automate native file-picker dialogs.
Scenarios must contain at least one step. Unknown actions are errors.
take_screenshot
{ "url": "/settings", "authenticated": true, "full_page": false }
run_full_test
{ "url": "http://localhost:3000", "codebase_path": "/path/to/project", "mode": "deep" }
run_converge
{
"url": "http://localhost:3000",
"max_followup_rounds": 4,
"target_pass_rate": 0.92,
"max_high_severity_gaps": 2
}
Recommended workflow
Full test session
Tell your AI editor:
Scan this codebase and test it against http://localhost:3000.
Log in with test@example.com / pass123. Explore the dashboard and
settings pages, run the suggested tests, and generate a report.
The AI will:
scan_codebase, to understand routes, forms, existing testsget_context("login"), to read the actual login form source codelogin, to authenticate in a real browserexplore_page("/dashboard"), clicking everything and observing what breaksexplore_page("/settings"), samesuggest_tests, to find coverage gapsexecute_scenariox N, running targeted test flowsgenerate_report, HTML report opens automaticallycleanup, closing browsers
Test a specific feature
Test the checkout flow using vibe-test. Get context for checkout,
then run the full purchase flow with card number 4242424242424242.
The AI will:
scan_codebase(if not already done)get_context("checkout"), readingCheckoutForm.tsx,api/orders/route.tsand so onloginexecute_scenario, filling the real form fields from source codegenerate_report
Verify a bug fix
I fixed the login redirect bug. Use vibe-test to confirm it's working.
The AI will:
login, testing the login flowtake_screenshot, visual confirmation of the post-login state- Report back what it sees
Find what's broken
Explore every page and tell me what's broken.
The AI will run explore_page on every route, collecting API errors, broken elements, and failed interactions, then suggest_tests with the broken items marked as high priority.
init command
npx vibe-testing@latest init [options]
What it creates:
| File | Where | Purpose |
|---|---|---|
.mcp.json | Project root | Claude Code MCP config (project-level) |
~/.claude/settings.json | Global | Claude Code MCP config (all projects) |
.cursor/mcp.json | Project root | Cursor MCP config |
~/.cursor/mcp.json | Global | Cursor MCP config (all projects) |
.cursor/rules/vibe-test.mdc | Project | Cursor rules, alwaysApply: true |
.windsurfrules | Project | Windsurf instructions |
~/.codeium/windsurf/mcp_config.json | Global | Windsurf MCP config (all projects) |
.vscode/mcp.json | Project | VS Code Copilot MCP config |
.github/copilot-instructions.md | Project | GitHub Copilot instructions |
.roo/mcp.json | Project | Roo Code MCP config |
CLAUDE.md | Project | Claude Code session instructions |
AGENTS.md | Project | Universal agent instructions (Codex, Devin, Zed) |
VIBE.md | Project | Test guidance, edit with your credentials |
vibe.config.json | Project | Config, URL auto-detected from your project |
Options:
npx vibe-testing@latest init # auto-detect editors, register globally + project
npx vibe-testing@latest init --no-global # project-level only, skip global registration
npx vibe-testing@latest init --skip-browser-install
npx vibe-testing@latest init --editor cursor # only configure Cursor
npx vibe-testing@latest init --editor claude-code windsurf
After init, edit VIBE.md with your login URL and test credentials.
CLI commands
# Set up in current project
npx vibe-testing@latest init
# Install or repair the matching browser build
npx vibe-testing@latest install-browser
# Run tests against a URL
npx vibe-testing@latest run http://localhost:3000
npx vibe-testing@latest run https://staging.myapp.com --mode deep
npx vibe-testing@latest run http://localhost:3000 --codebase /path/to/project --scope /login /dashboard
# Iterative testing until coverage thresholds
npx vibe-testing@latest converge http://localhost:3000
npx vibe-testing@latest converge http://localhost:3000 --max-rounds 6 --target-pass-rate 0.95
# Open last report in browser
npx vibe-testing@latest report
# Reset memory and screenshots for a clean run
npx vibe-testing@latest reset
run options
| Option | Default | Description |
|---|---|---|
--mode fast|deep | deep | fast: quick scan. deep: full feature extraction plus exploration |
--no-headed | - | Run browser headless (default: visible) |
--codebase <path> | cwd | Path to project root |
--scope <routes...> | all | Test only specific routes |
-c <path> | vibe.config.json | Config file path |
run and converge fail with a nonzero exit when no scenarios are discovered
or an execution batch is empty. MCP run_full_test and run_converge return
isError: true for these cases. Empty runs do not write a successful run
snapshot or replace the prior report.
converge options
| Option | Default | Description |
|---|---|---|
--max-rounds <n> | 4 | Max follow-up rounds after baseline |
--target-pass-rate <r> | 0.92 | Stop when pass rate reaches this (0-1) |
--max-gaps <n> | 2 | Stop when critical plus important gaps fall to this |
VIBE.md, project guidance
Create VIBE.md in your project root. vibe-testing reads it automatically on every run.
## Login URL
/login
## Test Credentials
- Email: test@example.com
- Password: TestPass123!
## Never Automate
- delete account
- cancel subscription
- [data-testid="danger-zone"]
- .billing-section
## Known Flaky
- /notifications (WebSocket dependent, skip or expect retry)
- /live-feed
## Notes
- Admin panel at /admin, use admin@example.com / adminpass
- Dashboard data loads async, wait for [data-loaded="true"]
- Profile page: click "Edit Profile" before form fields appear
See VIBE.example.md for the full template.
Configuration
vibe.config.json
Created automatically by init with auto-detected URL. Edit as needed:
{
"url": "http://localhost:3000",
"mode": "deep",
"auth": {
"strategy": "credentials",
"login_url": "/login",
"credentials": {
"email": "test@example.com",
"password": "TestPass123!"
}
},
"never_interact": [
"delete account",
"cancel subscription",
"[data-testid='danger-zone']"
],
"scope": {
"include": ["/**"],
"exclude": ["/admin/**", "/api/**"],
"max_routes": 30,
"seed_routes": ["/live/dev-mode-a-now"]
},
"browser": {
"headed": true,
"slowMo": 40,
"timeout": 30000
}
}
| Key | Description |
|---|---|
url | App URL, localhost or staging. Auto-detected by init. |
mode | fast (heuristic scan) or deep (full extraction plus exploration) |
auth.strategy | credentials (form login), basic (HTTP Basic Auth), or skip |
auth.login_url | Explicit login route for non-standard paths keyword matching would miss |
auth.credentials | Login credentials, used for login and for generated scenarios, persisted across runs |
never_interact | Text patterns or CSS selectors to skip during exploration |
scope.include | Route patterns to include; default /** includes / and all nested routes. * stays within one segment; a trailing /** includes the subtree root and its descendants. Other characters are literal. |
scope.exclude | Route patterns to exclude from testing |
scope.max_routes | Cap how many routes are tested per run |
scope.seed_routes | Concrete URLs for dynamic-segment routes the parser can't enumerate (e.g. /live/[slug] becomes /live/dev-mode-a-now). Each seeded route inherits requires_auth and the source file from its dynamic parent. |
browser.headed | true = visible browser. CLI default true, MCP server default false (headless) so editor sessions aren't disrupted by pop-up windows. |
browser.slowMo | Milliseconds between actions (useful for debugging) |
routes | auto (default) discovers routes from the codebase. config uses only routes explicitly listed in config. |
Supported frameworks
| Framework | Routes | API endpoints | Forms |
|---|---|---|---|
| Next.js App Router | yes | yes | yes |
| Next.js Pages Router | yes | yes | yes |
| Next.js (src/ variant) | yes | yes | yes |
| React SPA (react-router) | yes | - | yes |
| Vue + Vite (vue-router) | yes | - | yes |
| Nuxt | yes | yes | yes |
| SvelteKit | yes | yes | yes |
| Express / Fastify | - | yes | yes |
| Monorepos (Turborepo, pnpm, Lerna) | yes | yes | yes |
Existing test files are also read to build a coverage map: Jest, Vitest, Playwright, and Cypress suites are all parsed.
Memory and regression detection
vibe-testing learns across runs and stores state in .vibe/:
- Working selectors: remembers
[name='email']worked on/login, uses it next run - Route timings: adjusts timeouts based on measured load times
- Auth credentials: saved after first login, reused automatically
- Flaky routes: tracks high fail-rate routes, marks them for retry
- Skip routes: routes that consistently error (need URL params) are auto-skipped
- Route manifest (
.vibe/route-manifest.json): every scan diffs against the previous one; new and removed routes surface asroute_changesonscan_codebaseresults so the AI can cover them immediately - Run snapshot (
.vibe/run-snapshot.json): every run captures per-route pass/fail and diffs against the prior run;snapshot_diffflagsnewly_passing(fixes),newly_failing(regressions),still_failing, plus added and removed routes
{
"snapshot_diff": {
"newly_passing": ["/login"],
"newly_failing": ["/checkout"],
"still_failing": [],
"new_routes": ["/admin/users"],
"removed_routes": []
}
}
run_converge returns the same shape, so iterative runs in your editor highlight what you just broke.
Reset with npx vibe-testing@latest reset to start fresh.
What a session looks like
When you ask your editor to "test the login flow", here is what it does:
User: "Test the login flow"
AI calls:
scan_codebase({ codebase_path: ".", url: "http://localhost:3000" })
-> Finds /login route, LoginForm component, POST /api/auth/login endpoint
-> Returns 8 generated test scenarios
get_context({ feature: "login" })
-> Returns src/app/login/page.tsx (has name="email", name="password" fields)
-> Returns src/app/api/auth/login/route.ts (POST handler, returns { token })
-> AI now knows the real selectors: [name='email'], [name='password']
login({ email: "test@example.com", password: "pass123" })
-> Opens Chromium, fills the form, clicks submit
-> Returns: { success: true, final_url: "/dashboard", tokens_found: 2 }
-> Returns screenshot of post-login dashboard
execute_scenario({ scenario: { name: "Login with invalid password", ... } })
-> Returns screenshot showing error state
generate_report()
-> Writes .vibe/report.html, opens in browser
AI reports: "Login works. Invalid password shows an error. All 3 login scenarios passed."
FAQ
Does vibe-testing use an LLM internally? No. It uses heuristic verification (URL changes, toast detection, API errors). Your editor's model is the brain: it sees screenshots and decides what to test next. Runs have no API cost.
What's the difference between explore_page and execute_scenario?
explore_page is broad: it clicks every button and input it finds and reports the results. execute_scenario is precise: you give it specific steps and it follows them exactly. Use explore_page to find what's on a page, then execute_scenario to test specific flows.
What's get_context for?
It returns the actual source code for a feature, so the AI knows [name='email'] instead of guessing #email-input. Always call it before writing test steps for a specific feature.
Does it handle SPAs with client-side routing? Yes. Playwright navigates the real browser, so client-side routing (React Router, Vue Router, and the rest) works naturally.
Does it handle login / authentication?
Yes. The login tool fills credentials in a real browser, captures auth tokens from localStorage/cookies, and keeps that session alive for authenticated tests. Credentials are persisted in .vibe/memory/ and reused automatically.
Will it click "Delete Account" or other destructive buttons?
No. Set never_interact in vibe.config.json or VIBE.md to blocklist dangerous actions. Any button whose text or selector matches is skipped during exploration.
Can I use it without an AI editor?
Yes. vibe-test run https://your-app.com runs standalone. It scans, generates scenarios, executes them, and produces an HTML report without needing an editor.
How do I test a staging environment?
Set url in vibe.config.json to your staging URL, or pass it as a CLI argument: npx vibe-testing@latest run https://staging.myapp.com.
Does it work with monorepos?
Yes. init detects Turborepo/pnpm/yarn workspaces and finds the frontend app automatically.
Requirements
- Node.js >= 20 (the test suite uses vitest 4.x which requires Node 20+)
- Playwright Chromium.
initinstalls the matching build. To install or repair it directly:npx vibe-testing@latest install-browser
run and converge check for the browser before scanning your project and print the same recovery command when it is missing.
Docker
Shortened here. Read the whole README on GitHub.
Signals
- GitHub stars
- 5
- Last commit
- Oct 2026
- Weekly downloads
- 165
- Weekly_downloads
- 165 weekly_downloads
Advanced
- Delivery
- vibe-testing MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-aishwaryshrivastav-vibe-testing- Source
- github.com/aishwaryshrivastav/vibe-testing
github.com/aishwaryshrivastav/vibe-testing
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