LocatorLabs MCP Server

🎯 Intelligent Playwright locator generation powered by AI

An MCP (Model Context Protocol) server that provides smart locator generation for Playwright test automation.

Works directly in VS Code (with GitHub Copilot), Cursor, Windsurf, Cline, and Claude Desktop. No extra apps needed - just your favorite IDE!

⚡ Quick Install

VS Code (v1.99+) - Copy & run in terminal:

code --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Cursor:

cursor --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Windows PowerShell:

code --add-mcp '{\"name\":\"locatorlabs\",\"command\":\"npx\",\"args\":[\"-y\",\"locatorlabs-mcp\"]}'

✨ Features

Feature	Description
🎯 Get Locators	Get all possible locators for any element (Playwright + Selenium formats)
📊 Analyze Page	Scan pages and identify all interactive elements
🏗️ Generate POM	Auto-generate Page Object classes for Playwright & Selenium
✅ Run Tests	Execute Playwright tests and get pass/fail results
📝 Generate Tests	Create executable test scripts

🔧 Supported Frameworks

Framework	Locators	Page Object Model
Playwright	✅ `getByRole`, `getByTestId`, etc.	✅ TypeScript, JavaScript, Python
Selenium	✅ `By.id`, `By.xpath`, `By.cssSelector`	✅ Java, Python, C#

🚀 Quick Start

For VS Code (v1.99+ with GitHub Copilot)

One-Line Install (Mac/Linux):

code --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

One-Line Install (Windows PowerShell):

code --add-mcp '{\"name\":\"locatorlabs\",\"command\":\"npx\",\"args\":[\"-y\",\"locatorlabs-mcp\"]}'

Or Manual Setup:

Open Command Palette (Cmd+Shift+P / Ctrl+Shift+P)
Type: MCP: Add Server
Select: Command (stdio)
Command: npx
Args: -y locatorlabs-mcp

Using with GitHub Copilot:

Enable Agent Mode: Settings → Search chat.agent.enabled → Enable
Open Copilot Chat (Ctrl+Cmd+I / Ctrl+Alt+I)
Switch to Agent mode (dropdown at top)
Chat: "Get locators for login button on https://saucedemo.com"

For Claude Desktop

Step 1: Open config file

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Step 2: Add this configuration:

{
  "mcpServers": {
    "locatorlabs": {
      "command": "npx",
      "args": ["-y", "locatorlabs-mcp"]
    }
  }
}

Step 3: Restart Claude Desktop

For Cursor IDE

One-Line Install:

cursor --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Or Manual: Go to Cursor Settings → MCP → Add new MCP Server

Name: locatorlabs
Command: npx -y locatorlabs-mcp

For VS Code + Cline Extension

Add to Cline MCP settings:

{
  "mcpServers": {
    "locatorlabs": {
      "command": "npx",
      "args": ["-y", "locatorlabs-mcp"]
    }
  }
}

📖 Usage Examples

Just chat naturally:

Get Locators for an Element

"Get me all locators for the login button on https://www.saucedemo.com"

Response:

Type	Locator	Reliability
testId	`getByTestId('login-button')`	98%
role	`getByRole('button', { name: 'Login' })`	95%
id	`locator('#login-button')`	90%

Analyze Entire Page

"Analyze all form elements on https://www.saucedemo.com"

Generate Page Object Model

Playwright:

"Generate a TypeScript Page Object for https://www.saucedemo.com and call it LoginPage"

Selenium:

"Generate a Java Selenium Page Object for https://www.saucedemo.com and call it LoginPage"

"Generate a C# Selenium Page Object for https://www.saucedemo.com called LoginPage"

"Generate a Python Selenium POM for https://www.saucedemo.com named LoginPage"

Run a Test

"Run a test that logs into saucedemo.com with standard_user and secret_sauce, then verify Products page appears"

Response:

✅ Test PASSED (3.2s)
- Navigate to login page ✅
- Enter username ✅
- Enter password ✅
- Click login ✅
- Verify Products visible ✅

Generate Test Script

"Generate a Python test script for the saucedemo login flow"

🛠️ Available Tools

Tool	Description
`get_locators`	Get all possible locators (Playwright + Selenium formats)
`analyze_page`	List all interactive elements on a page
`generate_page_object`	Create POM class (Playwright: TS/JS/Python, Selenium: Java/Python/C#)
`run_test`	Execute tests in real browser, get pass/fail
`generate_test`	Generate executable test scripts

📦 Supported Languages for Page Objects

Language	Framework	Example Output
`typescript`	Playwright	`page.getByRole('button')`
`javascript`	Playwright	`page.getByRole('button')`
`python`	Playwright	`page.get_by_role('button')`
`java-selenium`	Selenium	`@FindBy(id = "btn")`
`python-selenium`	Selenium	`By.ID, "btn"`
`csharp-selenium`	Selenium	`[FindsBy(How = How.Id)]`

🎯 Supported Test Actions

Action	Description
`navigate`	Go to URL
`click`	Click element
`fill`	Enter text
`clear`	Clear input field
`check` / `uncheck`	Toggle checkbox
`select`	Select dropdown option
`hover`	Mouse hover
`press`	Keyboard key press
`assert_visible`	Verify element visible
`assert_hidden`	Verify element hidden
`assert_text`	Verify text content
`assert_value`	Verify input value
`assert_url`	Verify page URL
`assert_title`	Verify page title
`wait`	Wait for time
`wait_for_element`	Wait for element
`screenshot`	Capture screenshot

🏆 Locator Priority

LocatorLabs ranks locators by reliability:

data-testid (98%) - Best, explicitly for testing
Role + Name (95%) - Playwright recommended
Label (90%) - Accessible
ID (90%) - Stable if meaningful
Placeholder (85%) - Good for inputs
Text (75%) - May change
CSS (60%) - Can be brittle
XPath (40%) - Avoid unless necessary

🔄 LocatorLabs vs Playwright MCP

Feature	Playwright MCP	LocatorLabs MCP
Get all locators for element	❌	✅
Locator reliability ranking	❌	✅
Selenium locator format	❌	✅
Generate Playwright POM	❌	✅
Generate Selenium POM (Java/C#/Python)	❌	✅
Run tests with pass/fail	❌	✅
Browser automation	✅	✅
Device emulation	✅	❌

They work great together! Use Playwright MCP for navigation/scraping, LocatorLabs MCP for locators/POMs/tests.

📋 Requirements

Node.js 18+
Playwright browsers (auto-installed on first run)

🔧 Troubleshooting

Playwright browsers not installed

npx playwright install chromium

Permission issues on Mac

chmod +x ~/.npm/_npx/*/node_modules/.bin/locatorlabs-mcp

View logs (Claude Desktop)

tail -f ~/Library/Logs/Claude/mcp*.log

Auto-approve tools in VS Code

Add to settings.json:

{
  "chat.tools.autoApprove": true
}

🤝 Contributing

Contributions welcome! Please open an issue or PR on GitHub.

📺 Author

Naveen AutomationLabs

YouTube: @naveenautomationlabs (500K+ subscribers)
Website: naveenautomationlabs.com
LinkedIn: Naveen AutomationLabs

📄 License

MIT

LocatorLabs MCP Server

🎯 Intelligent Playwright locator generation powered by AI

An MCP (Model Context Protocol) server that provides smart locator generation for Playwright test automation.

Works directly in VS Code (with GitHub Copilot), Cursor, Windsurf, Cline, and Claude Desktop. No extra apps needed - just your favorite IDE!

⚡ Quick Install

VS Code (v1.99+) - Copy & run in terminal:

code --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Cursor:

cursor --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Windows PowerShell:

code --add-mcp '{\"name\":\"locatorlabs\",\"command\":\"npx\",\"args\":[\"-y\",\"locatorlabs-mcp\"]}'

✨ Features

Feature	Description
🎯 Get Locators	Get all possible locators for any element (Playwright + Selenium formats)
📊 Analyze Page	Scan pages and identify all interactive elements
🏗️ Generate POM	Auto-generate Page Object classes for Playwright & Selenium
✅ Run Tests	Execute Playwright tests and get pass/fail results
📝 Generate Tests	Create executable test scripts

🔧 Supported Frameworks

Framework	Locators	Page Object Model
Playwright	✅ `getByRole`, `getByTestId`, etc.	✅ TypeScript, JavaScript, Python
Selenium	✅ `By.id`, `By.xpath`, `By.cssSelector`	✅ Java, Python, C#

🚀 Quick Start

For VS Code (v1.99+ with GitHub Copilot)

One-Line Install (Mac/Linux):

code --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

One-Line Install (Windows PowerShell):

code --add-mcp '{\"name\":\"locatorlabs\",\"command\":\"npx\",\"args\":[\"-y\",\"locatorlabs-mcp\"]}'

Or Manual Setup:

Open Command Palette (Cmd+Shift+P / Ctrl+Shift+P)
Type: MCP: Add Server
Select: Command (stdio)
Command: npx
Args: -y locatorlabs-mcp

Using with GitHub Copilot:

Enable Agent Mode: Settings → Search chat.agent.enabled → Enable
Open Copilot Chat (Ctrl+Cmd+I / Ctrl+Alt+I)
Switch to Agent mode (dropdown at top)
Chat: "Get locators for login button on https://saucedemo.com"

For Claude Desktop

Step 1: Open config file

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Step 2: Add this configuration:

{
  "mcpServers": {
    "locatorlabs": {
      "command": "npx",
      "args": ["-y", "locatorlabs-mcp"]
    }
  }
}

Step 3: Restart Claude Desktop

For Cursor IDE

One-Line Install:

cursor --add-mcp '{"name":"locatorlabs","command":"npx","args":["-y","locatorlabs-mcp"]}'

Or Manual: Go to Cursor Settings → MCP → Add new MCP Server

Name: locatorlabs
Command: npx -y locatorlabs-mcp

For VS Code + Cline Extension

Add to Cline MCP settings:

{
  "mcpServers": {
    "locatorlabs": {
      "command": "npx",
      "args": ["-y", "locatorlabs-mcp"]
    }
  }
}

📖 Usage Examples

Just chat naturally:

Get Locators for an Element

"Get me all locators for the login button on https://www.saucedemo.com"

Response:

Type	Locator	Reliability
testId	`getByTestId('login-button')`	98%
role	`getByRole('button', { name: 'Login' })`	95%
id	`locator('#login-button')`	90%

Analyze Entire Page

"Analyze all form elements on https://www.saucedemo.com"

Generate Page Object Model

Playwright:

"Generate a TypeScript Page Object for https://www.saucedemo.com and call it LoginPage"

Selenium:

"Generate a Java Selenium Page Object for https://www.saucedemo.com and call it LoginPage"

"Generate a C# Selenium Page Object for https://www.saucedemo.com called LoginPage"

"Generate a Python Selenium POM for https://www.saucedemo.com named LoginPage"

Run a Test

"Run a test that logs into saucedemo.com with standard_user and secret_sauce, then verify Products page appears"

Response:

✅ Test PASSED (3.2s)
- Navigate to login page ✅
- Enter username ✅
- Enter password ✅
- Click login ✅
- Verify Products visible ✅

Generate Test Script

"Generate a Python test script for the saucedemo login flow"

🛠️ Available Tools

Tool	Description
`get_locators`	Get all possible locators (Playwright + Selenium formats)
`analyze_page`	List all interactive elements on a page
`generate_page_object`	Create POM class (Playwright: TS/JS/Python, Selenium: Java/Python/C#)
`run_test`	Execute tests in real browser, get pass/fail
`generate_test`	Generate executable test scripts

📦 Supported Languages for Page Objects

Language	Framework	Example Output
`typescript`	Playwright	`page.getByRole('button')`
`javascript`	Playwright	`page.getByRole('button')`
`python`	Playwright	`page.get_by_role('button')`
`java-selenium`	Selenium	`@FindBy(id = "btn")`
`python-selenium`	Selenium	`By.ID, "btn"`
`csharp-selenium`	Selenium	`[FindsBy(How = How.Id)]`

🎯 Supported Test Actions

Action	Description
`navigate`	Go to URL
`click`	Click element
`fill`	Enter text
`clear`	Clear input field
`check` / `uncheck`	Toggle checkbox
`select`	Select dropdown option
`hover`	Mouse hover
`press`	Keyboard key press
`assert_visible`	Verify element visible
`assert_hidden`	Verify element hidden
`assert_text`	Verify text content
`assert_value`	Verify input value
`assert_url`	Verify page URL
`assert_title`	Verify page title
`wait`	Wait for time
`wait_for_element`	Wait for element
`screenshot`	Capture screenshot

🏆 Locator Priority

LocatorLabs ranks locators by reliability:

data-testid (98%) - Best, explicitly for testing
Role + Name (95%) - Playwright recommended
Label (90%) - Accessible
ID (90%) - Stable if meaningful
Placeholder (85%) - Good for inputs
Text (75%) - May change
CSS (60%) - Can be brittle
XPath (40%) - Avoid unless necessary

🔄 LocatorLabs vs Playwright MCP

Feature	Playwright MCP	LocatorLabs MCP
Get all locators for element	❌	✅
Locator reliability ranking	❌	✅
Selenium locator format	❌	✅
Generate Playwright POM	❌	✅
Generate Selenium POM (Java/C#/Python)	❌	✅
Run tests with pass/fail	❌	✅
Browser automation	✅	✅
Device emulation	✅	❌

They work great together! Use Playwright MCP for navigation/scraping, LocatorLabs MCP for locators/POMs/tests.

📋 Requirements

Node.js 18+
Playwright browsers (auto-installed on first run)

🔧 Troubleshooting

Playwright browsers not installed

npx playwright install chromium

Permission issues on Mac

chmod +x ~/.npm/_npx/*/node_modules/.bin/locatorlabs-mcp

View logs (Claude Desktop)

tail -f ~/Library/Logs/Claude/mcp*.log

Auto-approve tools in VS Code

Add to settings.json:

{
  "chat.tools.autoApprove": true
}

🤝 Contributing

Contributions welcome! Please open an issue or PR on GitHub.

📺 Author

Naveen AutomationLabs

YouTube: @naveenautomationlabs (500K+ subscribers)
Website: naveenautomationlabs.com
LinkedIn: Naveen AutomationLabs

📄 License

MIT