Mcp MCP Server

WebDriverIO MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome, Firefox, Edge, and Safari browsers plus iOS and Android apps—all through a unified interface.

Installation

Add the following configuration to your MCP client settings:

Standard config (works in most clients):

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS), %APPDATA%\Claude\claude_desktop_config.json (Windows), or ~/.config/Claude/claude_desktop_config.json (Linux):

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

claude mcp add wdio-mcp -- npx -y @wdio/mcp@latest

Add to your VS Code settings.json or cline_mcp_settings.json file:

{
  "mcpServers": {
    "wdio-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

Go to Cursor Settings → MCP → Add new MCP Server, or create .cursor/mcp.json:

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

Use the Codex CLI:

codex mcp add wdio-mcp npx "@wdio/mcp@latest"

Or edit ~/.codex/config.toml:

[mcp_servers.wdio-mcp]
command = "npx"
args = ["@wdio/mcp@latest"]

Go to Advanced settings → Extensions → Add custom extension, or run:

goose configure

Or edit ~/.config/goose/config.yaml:

extensions:
  wdio-mcp:
    name: WebDriverIO MCP
    cmd: npx
    args: [ -y, "@wdio/mcp@latest" ]
    enabled: true
    type: stdio

Edit ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

Edit Zed settings (~/.config/zed/settings.json):

{
  "context_servers": {
    "wdio-mcp": {
      "source": "custom",
      "command": "npx",
      "args": [
        "-y",
        "@wdio/mcp@latest"
      ]
    }
  }
}

code --add-mcp '{"name":"wdio-mcp","command":"npx","args":["-y","@wdio/mcp@latest"]}'

---

⚠️ Restart Required: After adding the configuration, fully restart your MCP client to apply the changes.

Option 2: Global Installation

If you prefer to install globally:

npm install -g @wdio/mcp

Then use wdio-mcp as the command:

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "wdio-mcp"
    }
  }
}

📖 Need help? Follow the MCP install guide.

HTTP Transport (for non-subprocess clients)

By default the server uses stdio (subprocess) transport. For clients that cannot launch subprocesses (e.g. llama.cpp, OpenAI Codex secure mode), enable HTTP transport:

npx @wdio/mcp --http --port 3000

Then point your MCP client at http://localhost:3000/mcp.

Prerequisites For Mobile App Automation

• Appium Server: Install globally with npm install -g appium
• Platform Drivers:
  • iOS: appium driver install xcuitest (requires Xcode on macOS)
  • Android: appium driver install uiautomator2 (requires Android Studio)
• Devices/Emulators:
  • iOS Simulator (macOS) or physical device
  • Android Emulator or physical device
• For iOS Real Devices: You'll need the device's UDID (Unique Device Identifier)
  • Find UDID on macOS: Connect device → Open Finder → Select device → Click device name/model to reveal UDID
  • Find UDID on Windows: Connect device → iTunes or Apple Devices app → Click device icon → Click "Serial Number" to reveal UDID
  • Xcode method: Window → Devices and Simulators → Select device → UDID shown as "Identifier"

Start the Appium server before using mobile features:

appium
# Server runs at http://127.0.0.1:4723 by default

Cloud Providers

Run browser and mobile app tests on cloud real devices and browsers without any local setup. Currently supports BrowserStack, Sauce Labs, LambdaTest, TestingBot, and Digital.ai Testing.

Prerequisites

Set your provider credentials as environment variables or in your MCP client config:

export BROWSERSTACK_USERNAME=your_username
export BROWSERSTACK_ACCESS_KEY=your_access_key

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": ["-y", "@wdio/mcp@latest"],
      "env": {
        "BROWSERSTACK_USERNAME": "your_username",
        "BROWSERSTACK_ACCESS_KEY": "your_access_key"
      }
    }
  }
}

export SAUCE_USERNAME=your_username
export SAUCE_ACCESS_KEY=your_access_key

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": ["-y", "@wdio/mcp@latest"],
      "env": {
        "SAUCE_USERNAME": "your_username",
        "SAUCE_ACCESS_KEY": "your_access_key"
      }
    }
  }
}

| SAUCE_USERNAME | Sauce Labs username (required) | | SAUCE_ACCESS_KEY | Sauce Labs access key (required) |

The data center is set per-session via the region parameter in start_session (defaults to eu-central-1).

export TESTMU_USERNAME=your_username
export TESTMU_ACCESS_KEY=your_access_key

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": ["-y", "@wdio/mcp@latest"],
      "env": {
        "TESTMU_USERNAME": "your_username",
        "TESTMU_ACCESS_KEY": "your_access_key"
      }
    }
  }
}

| TESTMU_USERNAME | LambdaTest username (required) | | TESTMU_ACCESS_KEY | LambdaTest access key (required) |

export TESTINGBOT_KEY=your_key
export TESTINGBOT_SECRET=your_secret

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": ["-y", "@wdio/mcp@latest"],
      "env": {
        "TESTINGBOT_KEY": "your_key",
        "TESTINGBOT_SECRET": "your_secret"
      }
    }
  }
}

| TESTINGBOT_KEY | TestingBot key (required) | | TESTINGBOT_SECRET | TestingBot secret (required) |

export DIGITALAI_CLOUD_URL=https://your-cloud.example.com
export DIGITALAI_ACCESS_KEY=your_access_key

{
  "mcpServers": {
    "wdio-mcp": {
      "command": "npx",
      "args": ["-y", "@wdio/mcp@latest"],
      "env": {
        "DIGITALAI_CLOUD_URL": "https://your-cloud.example.com",
        "DIGITALAI_ACCESS_KEY": "your_access_key"
      }
    }
  }
}

| DIGITALAI_CLOUD_URL | Digital.ai cloud host, e.g. https://your-cloud.example.com (required) | | DIGITALAI_ACCESS_KEY | Digital.ai access key (required) |

The access key is sent via the digitalai:options capability (mobile) or the flat digitalai:accessKey capability (web).

Report pass/fail status: WebdriverIO defaults to the BiDi protocol, over which Digital.ai's cloud cannot observe command failures — so reports default to "Passed". To make the cloud reflect actual pass/fail, opt in to classic WebDriver per session:

start_session({
  provider: 'digitalai', platform: 'browser', browser: 'chrome', os: 'Windows 10',
  capabilities: { 'wdio:enforceWebDriverClassic': true }
})

(Pure client-side assertion failures still report as "Passed" — only failures that reach the cloud as WebDriver command errors are detected.)

Mobile (Appium): configure your Digital.ai project for Appium-server execution and pick its default Appium version via the project's "Manage default Appium server version" setting — the version is chosen at the project level (and tracks the versions your cloud supports), so this MCP does not pin one. See Appium Server Test Execution.

Browser Sessions

Run a browser on a specific OS/version combination:

// BrowserStack
start_session({
    provider: 'browserstack',
    platform: 'browser',
    browser: 'chrome',           // chrome | firefox | edge | safari
    browserVersion: 'latest',    // default: latest
    os: 'Windows',               // e.g. "Windows", "OS X"
    osVersion: '11',             // e.g. "11", "Sequoia"
    reporting: {
        project: 'My Project',
        build: 'v1.2.0',
        session: 'Login flow'
    }
})

// Sauce Labs
start_session({
    provider: 'saucelabs',
    platform: 'browser',
    browser: 'chrome',
    os: 'Windows',               // combined with osVersion → platformName
    osVersion: '11',             // e.g. "11", "15" (numbered Mac naming)
    region: 'eu-central-1',      // default: eu-central-1
    reporting: {
        build: 'v1.2.0',
        session: 'Login flow'
    }
})

// LambdaTest
start_session({
    provider: 'testmu',
    platform: 'browser',
    browser: 'chrome',
    os: 'Windows',               // combined with osVersion → platformName
    osVersion: '11',             // e.g. "11", "Sequoia" (optional)
    reporting: {
        project: 'My Project',
        build: 'v1.2.0',
        session: 'Login flow'
    }
})

// TestingBot
start_session({
    provider: 'testingbot',
    platform: 'browser',
    browser: 'chrome',
    os: 'Windows',               // combined with osVersion → platformName (default: Windows 11)
    osVersion: '11',
    reporting: {
        build: 'v1.2.0',
        session: 'Login flow'
    }
})

// Digital.ai
start_session({
    provider: 'digitalai',
    platform: 'browser',
    browser: 'chrome',
    os: 'Windows',               // combined with osVersion → platformName (optional)
    osVersion: '11',
    reporting: {
        session: 'Login flow'    // → digitalai:options.testName
    }
})

Provider-specific os / osVersion behavior:

• BrowserStack — os and osVersion map to separate bstack:options.os / bstack:options.osVersion fields.
• Sauce Labs / LambdaTest / TestingBot — os and osVersion are combined into the W3C platformName capability (e.g., os: 'Windows' + osVersion: '11' → platformName: 'Windows 11'). These providers use platformName values like "Windows 11", "MacOS Sequoia", or "Linux". TestingBot defaults to Windows 11 when os is omitted.

Mobile App Sessions

Test on cloud real devices. First upload your app (or use an existing app URL):

// BrowserStack: returns bs:// URL
upload_app({ provider: 'browserstack', path: '/path/to/app.apk' })

// Sauce Labs: returns storage:filename= reference
upload_app({ provider: 'saucelabs', path: '/path/to/app.apk' })

// LambdaTest: returns lt:// URL
upload_app({ provider: 'testmu', path: '/path/to/app.apk' })

// TestingBot: returns tb:// URL
upload_app({ provider: 'testingbot', path: '/path/to/app.apk' })

// Digital.ai: returns cloud:<package-or-bundle> reference
upload_app({ provider: 'digitalai', path: '/path/to/app.apk' })

// Start a session
start_session({
    provider: 'browserstack',
    platform: 'android',
    app: 'bs://abc123...',
    deviceName: 'Samsung Galaxy S23',
    platformVersion: '13.0'
})

// Sauce Labs native app
start_session({
    provider: 'saucelabs',
    platform: 'android',
    app: 'storage:filename=myapp.apk',
    deviceName: 'Samsung.*',
    platformVersion: '16'
})

// LambdaTest native app
start_session({
    provider: 'testmu',
    platform: 'android',
    app: 'lt://abc123...',
    deviceName: 'Pixel 7',
    platformVersion: '13'
})

// TestingBot native app
start_session({
    provider: 'testingbot',
    platform: 'android',
    app: 'tb://abc123...',
    deviceName: 'Pixel 7',
    platformVersion: '13'
})

// Digital.ai native app — devices are selected via a deviceQuery
start_session({
    provider: 'digitalai',
    platform: 'android',
    app: 'cloud:com.example.app',
    deviceQuery: "@os='android' and @version='14' and @name='.*Pixel.*'"
    // or omit deviceQuery and pass deviceName / platformVersion to build one
})

Mobile Browser Sessions

Run a browser on a cloud mobile emulator/simulator without uploading an app:

// BrowserStack — Chrome on Android emulator
start_session({
    provider: 'browserstack',
    platform: 'android',
    browser: 'chrome',
    deviceName: 'Google Pixel 7',
    platformVersion: '13'
})

// Sauce Labs — Safari on iOS simulator
start_session({
    provider: 'saucelabs',
    platform: 'ios',
    browser: 'safari',
    deviceName: 'iPhone 15',
    platformVersion: '18',
    region: 'eu-central-1'
})

// LambdaTest — Chrome on Android emulator
start_session({
    provider: 'testmu',
    platform: 'android',
    browser: 'chrome',
    deviceName: 'Pixel 7',
    platformVersion: '13'
})

// TestingBot — Chrome on Android emulator
start_session({
    provider: 'testingbot',
    platform: 'android',
    browser: 'chrome',
    deviceName: 'Pixel 7',
    platformVersion: '13'
})

Note: Mobile browser sessions do not require app, appPath, or noReset. The provider launches a browser on the emulator directly.

Use list_apps to see previously uploaded apps:

list_apps({ provider: 'browserstack' })
list_apps({ provider: 'saucelabs', sortBy: 'app_name' })
list_apps({ provider: 'testmu' })
list_apps({ provider: 'testingbot' })
list_apps({ provider: 'browserstack', organizationWide: true })

Local Tunnel

To test against URLs that are only accessible on your local machine or internal network, enable a local tunnel:

// Auto-start tunnel (provider manages lifecycle)
start_session({
    provider: 'saucelabs',
    platform: 'browser',
    tunnel: true                  // auto-starts tunnel before session
})

// Use an already-running tunnel
start_session({
    provider: 'saucelabs',
    platform: 'browser',
    tunnel: 'external'            // uses existing tunnel
})

The tunnel parameter replaces the deprecated browserstackLocal, saucelabsLocal, and testmuLocal params. Set it to true to auto-start the tunnel (stopped automatically after the session), or 'external' to use a tunnel already running on your machine.

Note: With tunnel: true the provider downloads and manages the tunnel binary for you. For tunnel: 'external' you run it yourself — the wdio://saucelabs/local-binary, wdio://testmu/local-binary, and wdio://testingbot/local-binary resources provide download URLs and setup instructions. The TestingBot Tunnel is a single cross-platform Java JAR (requires Java 11+) rather than a per-platform binary.

Reporting Labels

All session types support reporting labels that appear in the provider dashboard:

Cloud Provider Tools

Both tools require a provider parameter ('browserstack', 'saucelabs', 'testmu', or 'testingbot').

Features

Browser Automation

• Session Management: Start and close browser sessions (Chrome, Firefox, Edge, Safari) with headless/headed modes
• Navigation & Interaction: Navigate URLs, click elements, fill forms, and retrieve content
• Page Analysis: Get visible elements, accessibility trees, take screenshots
• Cookie Management: Get, set, and delete cookies
• Scrolling: Smooth scrolling with configurable distances
• Attach to running Chrome: Connect to an existing Chrome window via --remote-debugging-port — ideal for testing authenticated or pre-configured sessions
• Device emulation: Apply mobile/tablet presets (iPhone 15, Pixel 7, etc.) to simulate responsive layouts without a physical device
• Session Recording: All tool calls are automatically recorded and exportable as runnable WebdriverIO JS

Mobile App Automation (iOS/Android)

• Native App Testing: Test iOS (.app/.ipa) and Android (.apk) apps via Appium
• Touch Gestures: Tap, swipe, long-press, drag-and-drop
• App Lifecycle: Launch, background, terminate, check app state
• Context Switching: Seamlessly switch between native and webview contexts for hybrid apps
• Device Control: Rotate, lock/unlock, geolocation, keyboard control, notifications
• Cross-Platform Selectors: Accessibility IDs, XPath, UiAutomator (Android), Predicates (iOS)

Available Tools

Session Management

Navigation & Page Interaction (Web & Mobile)

Element Interaction (Web & Mobile)

Cookie Management (Web)

Mobile Gestures (iOS/Android)

Context Switching (Hybrid Apps)

Device Control (iOS/Android)

MCP Resources (read-only, no tool call needed)

Usage Examples

Real-World Test Cases

Example 1: Testing Demo Android App (Book Scanning)

Test the Demo Android app at C:\Users\demo-liveApiGbRegionNonMinifiedRelease-3018788.apk on emulator-5554:
1. Start the app with auto-grant permissions
2. Get visible elements on the onboarding screen
3. Tap "Skip" to bypass onboarding
4. Verify main screen loads
5. Take a screenshot

Example 2: Testing World of Books E-commerce Site

You are a Testing expert, and want to assess the basic workflows of worldofbooks.com:
- Open World of Books (accept all cookies)
- Get visible elements to see navigation structure
- Search for a fiction book
- Choose one and validate if there are NEW and used book options
- Report your findings at the end

Browser Automation

Basic web testing prompt:

You are a Testing expert, and want to assess the basic workflows of a web application:
- Open World of Books (accept all cookies)
- Search for a fiction book
- Choose one and validate if there are NEW and used book options
- Report your findings at the end

Browser configuration options:

// Default settings (headed mode, 1280x1080)
start_session({platform: 'browser'})

// Firefox
start_session({platform: 'browser', browser: 'firefox'})

// Edge
start_session({platform: 'browser', browser: 'edge'})

// Safari (headed only; requires macOS)
start_session({platform: 'browser', browser: 'safari'})

// Headless mode
start_session({platform: 'browser', headless: true})

// Custom dimensions
start_session({platform: 'browser', windowWidth: 1920, windowHeight: 1080})

// Pass custom capabilities (e.g. Chrome extensions, profile, prefs)
start_session({
    platform: 'browser',
    headless: false,
    capabilities: {
        'goog:chromeOptions': {
            args: ['--user-data-dir=/tmp/wdio-mcp-profile', '--load-extension=/path/to/unpacked-extension']
        }
    }
})

Attach to a running Chrome instance:

// First, launch Chrome with remote debugging enabled:
//
//   macOS (must quit Chrome first — open -a ignores args if Chrome is already running):
//     pkill -x "Google Chrome" && sleep 1
//     /Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome \
//       --remote-debugging-port=9222 \
//       --user-data-dir=/tmp/chrome-debug &
//
//   Linux:
//     google-chrome --remote-debugging-port=9222 --user-data-dir=/tmp/chrome-debug &
//
//   Verify it's ready: curl http://localhost:9222/json/version
start_session({attach: true})
start_session({attach: true, port: 9333})
start_session({attach: true, port: 9222, navigationUrl: 'https://app.example.com'})

Device emulation (requires BiDi session):

// Device emulation (requires BiDi session)
start_session({capabilities: {webSocketUrl: true}})
emulate_device()                         // list available presets
emulate_device({device: 'iPhone 15'})    // activate emulation
emulate_device({device: 'Pixel 7'})      // switch device
emulate_device({device: 'reset'})        // restore desktop defaults

Web extensions (requires BiDi session):

start_session({platform: 'browser', browser: 'chrome', capabilities: {webSocketUrl: true}})

open_web_extension({
    extensionData: {type: 'path', path: '/path/to/unpacked-extension'},
    path: 'options.html'
})

// Drive the extension UI with the normal page tools.
get_elements()
click_element({selector: '#save'})

// For remote/cloud sessions, send a packaged extension archive as base64.
open_web_extension({
    extensionData: {type: 'base64', value: '<base64-encoded-zip>'},
    path: 'options.html'
})

Mobile App Automation

Testing an iOS app on simulator:

Test my iOS app located at /path/to/MyApp.app on iPhone 15 Pro simulator:
1. Start the app session
2. Tap the login button
3. Enter "testuser" in the username field
4. Take a screenshot of the home screen
5. Close the session

Preserving app state between sessions:

Test my Android app without resetting data:
1. Start app session with noReset: true and fullReset: false
2. App launches with existing login state and user data preserved
3. Run test scenarios
4. Close session (app remains installed with data intact)

Testing an iOS app on real device:

Test my iOS app on my physical iPhone:
1. Start app session with:
   - platform: iOS
   - appPath: /path/to/MyApp.ipa
   - deviceName: My iPhone
   - udid: 00008030-001234567890ABCD (your device's UDID)
   - platformVersion: 17.0
2. Run your test scenario
3. Close the session

Testing an Android app:

Test my Android app /path/to/app.apk on the Pixel_6_API_34 emulator:
1. Start the app with auto-grant permissions
2. Get visible elements (use inViewportOnly: false to see all elements)
3. Swipe up to scroll
4. Tap on the "Settings" button using text matching
5. Verify the settings screen is displayed

Advanced element detection:

Test my app and debug layout issues:
1. Start the app session
2. Get visible elements with includeContainers: true to see the layout hierarchy
3. Analyze ViewGroup, FrameLayout, and ScrollView containers
4. Use inViewportOnly: false to find off-screen elements that need scrolling

Hybrid app testing (switching contexts):

Test my hybrid app:
1. Start the Android app session
2. Tap "Open Web" button in native context
3. List available contexts
4. Switch to WEBVIEW context
5. Click the login button using CSS selector
6. Switch back to NATIVE_APP context
7. Verify we're back on the home screen

Important Notes

⚠️ Session Management:

• Only one session (browser OR app) can be active at a time
• Always close sessions when done to free system resources
• To switch between browser and mobile, close the current session first
• Use close_session({ detach: true }) to disconnect without terminating the session on the Appium server
• State preservation can be controlled with noReset and fullReset parameters during session creation
• Sessions created with noReset: true or without appPath will automatically detach on close

⚠️ Task Planning:

• Break complex automation into smaller, focused operations
• Claude may consume message limits quickly with extensive automation

⚠️ Mobile Automation:

• Appium server must be running before starting mobile sessions
• Ensure emulators/simulators are running and devices are connected
• iOS automation requires macOS with Xcode installed
• iOS Real Devices: Testing on physical iOS devices requires the device's UDID (40-character unique identifier). See Prerequisites section for how to find your UDID

Selector Syntax Quick Reference

Web (CSS/XPath):

• CSS: button.my-class, #element-id
• XPath: //button[@class='my-class']
• Text: button=Exact text, a*=Contains text

Mobile (Cross-Platform):

• Accessibility ID: ~loginButton (works on both iOS and Android)
• Android UiAutomator: android=new UiSelector().text("Login")
• iOS Predicate: -ios predicate string:label == "Login" AND visible == 1
• XPath: //android.widget.Button[@text="Login"]

Advanced Features

App State Preservation

State Preservation with noReset/fullReset: Control app state when creating new sessions using the noReset and fullReset parameters:

Example with state preservation:

// Preserve login state between test runs
start_session({
    platform: 'android',
    appPath: '/path/to/app.apk',
    deviceName: 'emulator-5554',
    noReset: true,         // Don't reset app state
    fullReset: false,      // Don't uninstall
    autoGrantPermissions: true,
    capabilities: {
        'appium:chromedriverExecutable': '/path/to/chromedriver',
        'appium:autoWebview': true
    }
})
// App launches with existing user data, login tokens, preferences intact

Detach from Sessions: The close_session tool supports a detach parameter that disconnects from the session without terminating it on the Appium server:

// Detach without killing the session
close_session({detach: true})

// Standard session termination (closes the app and removes session)
close_session({detach: false})  // or just close_session()

Sessions created with noReset: true or without appPath will automatically detach on close.

This is particularly useful when:

• Preserving app state for manual testing continuation
• Debugging multi-step workflows (leave session running between tool invocations)
• Testing scenarios where you want the app to remain installed and in current state

Smart Element Detection

• Platform-specific element classification: Automatically identifies interactable elements vs layout containers
  • Android: Button, EditText, CheckBox vs ViewGroup, FrameLayout, ScrollView
  • iOS: Button, TextField, Switch vs View, StackView, CollectionView
• Multiple locator strategies: Each element provides accessibility ID, resource ID, text, XPath, and platform-specific selectors
• Viewport filtering: Control whether to get only visible elements or all elements including off-screen
• Layout debugging: Optionally include container elements to understand UI hierarchy

Automatic Permission & Alert Handling

Both iOS and Android sessions now support automatic handling of system permissions and alerts:

• autoGrantPermissions (default: true): Automatically grants app permissions (camera, location, etc.)
• autoAcceptAlerts (default: true): Automatically accepts system alerts and dialogs
• autoDismissAlerts (optional): Set to true to dismiss alerts instead of accepting them

This eliminates the need to manually handle permission popups during automated testing.

Technical Details

• Built with: TypeScript, WebDriverIO, Appium
• Browser Support: Chrome, Firefox, Edge (headed/headless, automated driver management), Safari (headed only; macOS)
• Mobile Support: iOS (XCUITest) and Android (UiAutomator2/Espresso)
• Protocol: Model Context Protocol (MCP) for Claude Desktop integration
• Session Model: Single active session (browser or mobile app)
• Data Format: TOON (Token-Oriented Object Notation) for efficient LLM communication
• Element Detection: XML-based page source parsing with intelligent filtering and multi-strategy locator generation

Session Recording & Code Export

Every tool call is automatically recorded to a session history. You can inspect sessions and export runnable code via MCP resources — no extra tool calls needed:

• wdio://sessions — lists all recorded sessions with type, timestamps, and step count
• wdio://session/current/steps — step log for the active session
• wdio://session/current/code — generated runnable WebdriverIO JS for the active session
• wdio://session/{sessionId}/steps — step log for any past session by ID
• wdio://session/{sessionId}/code — generated JS for any past session by ID

Documentation truncated — see the full README on GitHub.