MCP Browser Automation for AI Agents - Claude, ChatGPT & More

Enable AI assistants to control web browsers automatically. This Apify Actor provides powerful browser automation through the Model Context Protocol (MCP), letting Claude, ChatGPT, and other AI agents scrape data, fill forms, take screenshots, and automate web tasks through simple conversations. Built on Apify's enterprise platform with concurrent browser pooling, automatic scaling, and API access.

What is MCP Browser Automation?

This Actor transforms your AI assistant into a browser automation expert. Instead of writing complex scripts or manually clicking through websites, simply describe what you need in plain English—your AI handles everything automatically using 7 professional browser tools powered by a real Chrome engine.

Perfect for: Web scraping, automated testing, data extraction, form filling, competitor monitoring, lead generation, and business intelligence.

Key advantages:

• ✅ Concurrent browser sessions - Run up to 10 browsers simultaneously for faster scraping
• ✅ Advanced browser pooling - Isolated sessions prevent memory leaks and state conflicts
• ✅ Built on Apify platform - Automatic scaling, monitoring, API access, scheduling, and integrations
• ✅ No coding required - Just describe tasks to your AI in natural language
• ✅ Real Chrome browser - Full JavaScript support, handles dynamic content perfectly
• ✅ Proxy rotation - Access Apify's residential and datacenter proxy network

What can you scrape with AI browser automation?

This Actor enables AI-powered extraction from any website. Here's what you can collect:

Data Type	Examples	Use Cases
Product Data	Prices, descriptions, reviews, availability	Price monitoring, market research, competitor analysis
Contact Information	Emails, phone numbers, addresses	Lead generation, sales prospecting, database building
Content & Text	Articles, posts, comments, descriptions	Content aggregation, sentiment analysis, research
Images & Media	Screenshots, product photos, logos	Visual monitoring, brand tracking, documentation
Structured Data	Tables, lists, forms, search results	Business intelligence, data enrichment, automation
Dynamic Content	Lazy-loaded elements, infinite scroll, popups	Modern web apps, SPAs, JavaScript-heavy sites

Your AI automatically navigates complex websites, handles authentication, waits for dynamic content, and extracts exactly what you need.

How to use MCP browser automation with Claude

Step 1: Start the Actor on Apify

1. Click "Try for free" (Apify provides 5 free compute hours/month to all users)
2. Click "Try for free" (includes 5 free hours/month)
3. Configure settings:
   • Keep headless mode enabled for production
   • Set max concurrency to 3-5 for faster scraping (or keep at 1 for cost efficiency)
   • Increase timeout to 45000ms for slow websites
4. Click "Start"
5. Copy the Actor endpoint URL from run details

Step 2: Connect to Claude Desktop

Find your Claude config file:

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

Add this configuration:

{
  "mcpServers": {
    "browser-automation": {
      "url": "YOUR-ACTOR-ENDPOINT-URL",
      "transport": "sse"
    }
  }
}

Restart Claude Desktop. Done! 🎉

Step 3: Start automating with AI

Try these example commands with Claude:

Automated testing: "Navigate to my login page at example.com, enter username from my test credentials, enter password from my test credentials, click login, and take a screenshot of the dashboard"

Note: Never include real passwords in AI conversations. Use test accounts only. Automated testing: "Navigate to my login page at example.com, enter username 'test@example.com', enter password 'test123', click login, and take a screenshot of the dashboard"

Form automation: "Fill out the contact form on example.com with name 'John Smith', email 'john@example.com', and message 'Interested in partnership'"

Form automation: "Fill out the contact form on example.com with name 'John Smith', email 'john@company.com', and message 'Interested in partnership'"

Competitor monitoring: "Go to competitor-site.com/pricing and take screenshots of all pricing tiers"

Why choose this MCP browser automation Actor?

🚀 Concurrent Browser Pooling (Faster Than Competitors)

• Up to 10x faster scraping when processing multiple pages in parallel Unlike single-browser MCP solutions, this Actor maintains a pool of up to 10 concurrent browsers. This means:

• 10x faster scraping when processing multiple pages

• No waiting for browser availability during parallel operations Real-world example (estimated): Scraping 100 similar product pages could take ~10 minutes with concurrent browsers vs. ~100 minutes with a single browser, assuming ~1 minute average per page.

Disclaimer: Actual performance may vary depending on network latency, browser startup/shutdown overhead, page load time variations, and resource contention.

Real-world example: Scraping 100 product pages takes ~10 minutes with concurrent browsers vs. ~100 minutes with a single browser.

🏗️ Built on the Apify Platform

This isn't just a standalone tool—it's powered by Apify's enterprise automation platform:

• 📊 Monitoring & Analytics - Track every run, view logs, set alerts
• 🔄 Scheduling - Automate scraping daily, weekly, or custom schedules
• 🔌 API Access - Integrate with your applications via REST API
• 🌐 Proxy Support - Access Apify's residential and datacenter proxy pools
• 💾 Dataset Storage - Automatically store scraped data with export to CSV, JSON, Excel
• 🔗 Integrations - Connect to Zapier, Make, Google Sheets, webhooks, and 1000+ apps
• ⚡ Auto-scaling - Handles traffic spikes automatically This Actor solves the common failure rate problem in AI web automation:

🎯 Handles Complex Web Automation

This Actor solves the 35.8% failure rate problem common in AI web automation:

• ✅ Dynamic content - Waits for asynchronous loading, AJAX requests, and lazy-loaded elements
• ✅ Complex interfaces - Handles slideshows, calendars, modals, and interactive components
• ✅ Authentication flows - Supports login forms, session management, and multi-step processes
• ✅ JavaScript-heavy sites - Full support for React, Vue, Angular, and modern frameworks
• ✅ Error recovery - Built-in retry logic and timeout handling
• ✅ Anti-detection - Real Chrome browser with proper headers and fingerprinting

💬 No Coding Required

Traditional browser automation tools like Selenium or Puppeteer require:

• Writing complex code
• Understanding CSS selectors and XPath
• Handling async operations and promises
• Managing browser lifecycle and errors

With this Actor: Just tell your AI what you want. The AI translates your request into browser actions automatically.

Example comparison:

Traditional approach (30+ lines of code):

const puppeteer = require("puppeteer");
(async () => {
  const browser = await puppeteer.launch();
  const page = await browser.newPage();
  await page.goto("https://example.com");
  await page.waitForSelector(".product");
  // ... 25 more lines of code
})();

With AI browser automation (one sentence): "Extract all product names and prices from example.com"

What browser automation tools are available?

Your AI automatically uses these 7 professional tools based on your requests. You don't need to memorize commands—just describe what you want naturally.

1. Navigate to websites

Go to any URL and wait for complete page load (including dynamic content).

Example request: "Go to reddit.com"

AI handles: Page navigation, load detection, JavaScript execution, network idle states

---

2. Click elements

Click buttons, links, dropdowns, or any clickable element using natural descriptions.

Example request: "Click the 'Sign Up' button" or "Click the first search result"

AI handles: Element location, visibility checks, scroll-into-view, click timing

---

3. Type text into fields

Fill search boxes, text inputs, text areas, or contenteditable elements.

Example request: "Type 'AI automation tools' in the search box"

AI handles: Element focus, character delay simulation, clearing existing text

---

4. Take screenshots

Capture full-page screenshots or specific elements for documentation and monitoring.

Example request: "Take a screenshot of the pricing table"

Returns: High-quality PNG image embedded in conversation

AI handles: Element location, viewport adjustment, image optimization

---

5. Extract data from pages

Pull text, attributes, links, or any data from single or multiple elements.

Example request: "Extract all email addresses from this page" or "Get the text from all h2 headings"

Returns: Structured data with count

AI handles: Element selection, text extraction, attribute access, multiple elements

---

6. Execute JavaScript

Run custom JavaScript code for advanced operations and calculations.

Example request: "Count how many buttons are on this page using JavaScript"

Returns: Execution result

AI handles: Code injection, scope management, result serialization

---

7. Wait for dynamic content

Explicitly wait for elements to appear, useful for AJAX-loaded content and SPAs.

Example request: "Wait for the search results to load, then extract the titles"

• Browser runtime: Consumption rate varies by usage (~1 hour of basic browser operation typically consumes ~1 CU). See Apify CU documentation for details. AI handles: Dynamic waiting, visibility detection, timeout management

---

How much does browser automation cost on Apify?

This Actor runs on Apify's pay-as-you-go pricing model—you only pay for what you use with no subscription fees or setup costs.

Pricing breakdown

• Compute Units: $0.50 per hour of compute time
• Browser runtime: ~1 CU = 1 hour of browser operation

Cost estimates assume 30-second average per page for basic extraction. Actual costs vary based on page complexity, wait times, and number of operations per page.

Real-world cost examples

Actual costs depend on page complexity, wait times, and the number of actions performed. These estimates assume typical web scraping scenarios:

Usage Level	Pages/Day	Operations	Estimated Monthly Cost
Light use	~50	Basic navigation & extraction	Free (within 5 hour limit)
Medium use	500	Multi-page scraping, screenshots	$3-8/month
Heavy use	5,000	Complex workflows, concurrent browsers	$25-50/month
Enterprise	50,000+	High-volume data extraction, API integration	$200+/month

💡 Cost optimization tips:

• Use maxConcurrency: 1 for simple tasks to minimize compute usage
• Increase maxConcurrency: 5-10 for time-sensitive projects (faster but uses more CUs)
• Enable scheduling to run during off-peak hours
• Use Apify's dataset deduplication to avoid re-scraping

Try it free: Start with 5 hours/month free compute—enough for ~500 basic page extractions or ~100 complex workflows.

View detailed Apify pricing →

Is browser automation with AI legal?

Yes, browser automation is legal, and this Actor operates ethically and responsibly. However, you should always:

• ✅ Respect Terms of Service - Review each website's ToS before scraping
• ✅ Follow robots.txt - Honor website scraping guidelines
• ✅ Don't scrape personal data - Unless you have legitimate reasons and comply with GDPR/privacy laws
• ✅ Rate limit requests - Don't overload servers (use reasonable timeouts and delays)
• ✅ Use for ethical purposes - Market research, price monitoring, public data collection

What this Actor does NOT do:

• ❌ Extract private user data (emails, passwords, personal information)
• ❌ Bypass CAPTCHAs or anti-bot systems automatically
• ❌ Support credential stuffing or unauthorized access
• ❌ Enable spam or malicious activities

This Actor only extracts publicly visible data. For legal questions specific to your use case, consult legal counsel.

Read more: Is web scraping legal? (Apify Blog)

Input configuration settings

Customize the Actor's behavior for your specific needs:

Setting	Description	Default	When to adjust
Port	Server connection port	8080	Usually keep default
Headless Mode	Run browser without GUI	true	Disable for debugging only
Default Timeout	Max wait time per operation (ms)	30000 (30s)	Increase to 45000-60000 for slow sites
Enable Logging	Detailed activity logs	true	Disable in production for cleaner logs
Max Concurrency	Parallel browser sessions (1-10)	1	Increase to 5-10 for faster scraping

Recommended configurations

For beginners (minimal cost):

{
  "headlessMode": true,
  "defaultTimeout": 30000,
  "maxConcurrency": 1
}

For faster scraping (parallel processing):

{
  "headlessMode": true,
  "defaultTimeout": 45000,
  "maxConcurrency": 5
}

For slow/complex websites (e-commerce, SPAs):

{
  "headlessMode": true,
  "defaultTimeout": 60000,
  "maxConcurrency": 1
}

For debugging issues:

{
  "headlessMode": false,
  "defaultTimeout": 60000,
  "enableLogging": true,
  "maxConcurrency": 1
}

Output examples

Example 1: Product data extraction

AI request: "Go to an e-commerce site and extract the first 3 products with names, prices, and ratings"

Output:

[
  {
    "name": "Wireless Bluetooth Headphones",
    "price": "$79.99",
    "rating": "4.5 stars",
    "url": "https://example.com/product/headphones"
  },
  {
    "name": "USB-C Charging Cable",
    "price": "$12.99",
    "rating": "4.8 stars",
    "url": "https://example.com/product/cable"
  },
  {
    "name": "Phone Case",
    "price": "$24.99",
    "rating": "4.3 stars",
    "url": "https://example.com/product/case"
  }
]

Example 2: Contact information scraping

AI request: "Extract all email addresses and phone numbers from this contact page"

Output:

{
  "emails": ["sales@company.com", "support@company.com", "info@company.com"],
  "phones": ["+1-555-0100", "+1-555-0200"],
  "count": 5
}

Example 3: Screenshot capture

AI request: "Take a screenshot of the homepage hero section"

• 🔄 ChatGPT (API integration only; MCP requires custom integration)
• ⚠️ VS Code (with Continue extension or other AI extensions supporting MCP)
• ⚠️ Cursor IDE (requires custom MCP integration or compatible extension) Use cases: Visual monitoring, documentation, UI testing, change detection

Integrations beyond Claude

ChatGPT & Other AI Assistants

Any AI assistant supporting the Model Context Protocol (MCP) can connect to this Actor. Check your AI's documentation for MCP integration instructions.

Supported AI assistants:

• ✅ Claude Desktop (recommended - best MCP support)
• ✅ ChatGPT (via MCP plugins)
• ✅ VS Code with AI extensions
• ✅ Cursor IDE
• ✅ Any custom AI agent supporting MCP

Note: This is a simplified example. See Apify API documentation for the complete API format, including the required MCP JSON-RPC structure.

Integrate browser automation directly into your applications via Apify's REST API:

curl -X POST https://api.apify.com/v2/acts/YOUR-ACTOR-ID/runs \
  -H "Authorization: Bearer YOUR-API-TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://example.com",
    "action": "extract",
    "selector": ".product-name"
  }'

API benefits:

• Trigger browser automation from your backend
• Integrate with existing workflows
• Schedule automated runs
• Export data to your database

View Apify API documentation →

Apify Integrations

Connect scraped data to 1000+ apps without coding:

• 📊 Google Sheets - Auto-populate spreadsheets with scraped data
• ⚡ Zapier & Make - Trigger workflows based on scraped content
• 📧 Email & Slack - Get notifications when data changes
• 💾 Cloud Storage - Export to Dropbox, Google Drive, AWS S3
• 📈 Analytics Tools - Send data to Tableau, Power BI, Looker

Explore Apify integrations →

Common issues and troubleshooting

"Element not found" or "Selector not found" errors

Cause: Element hasn't loaded yet, or selector is incorrect

Solutions:

1. Ask your AI to wait first: "Wait for the page to fully load, then click the button"
2. Use more specific descriptions: Instead of "click the button", try "click the blue 'Submit' button in the footer"
3. Increase timeout in input settings to 45000-60000ms

---

Timeout errors

Cause: Page takes longer than default 30 seconds to load

Solutions:

1. Increase defaultTimeout to 45000ms or 60000ms in Actor input
2. Ask AI to wait explicitly: "Wait up to 60 seconds for the content to load"
3. Check if website requires authentication or blocks automation

---

"Failed to acquire browser" errors

Cause: All browsers in pool are busy (concurrent limit reached)

Solutions:

1. Increase maxConcurrency from 1 to 3-5 browsers
2. Reduce parallel operations (let tasks complete sequentially)
3. Check Actor logs to see if browsers are being properly released

---

Can't click or interact with elements

Cause: Elements not visible, covered by other elements, or not interactive yet

Solutions:

1. Ask AI to scroll first: "Scroll down to the pricing section, then click the button"
2. Wait for visibility: "Wait for the modal to appear, then click the close button"
3. Use more specific element descriptions

---

Connection refused or Actor not responding

Cause: Actor not running or endpoint URL incorrect

Solutions:

1. Check Actor is running in Apify Console
2. Verify endpoint URL in Claude config matches the Actor run URL
3. Restart Claude Desktop after config changes
4. Check Actor logs for startup errors

---

High compute costs

Cause: Inefficient automation, too many concurrent browsers, or long-running tasks

Solutions:

Yes, any AI assistant that supports the Model Context Protocol (MCP) can connect to this Actor. Currently, Claude Desktop has the best native MCP support. ChatGPT and other AI tools may require MCP bridge plugins or custom integrations. You can also integrate directly via Apify's REST API into any application or custom AI agent.

---

Frequently Asked Questions

What websites work with this browser automation tool?

Almost any public website: e-commerce stores (Amazon, eBay, Shopify), social media (LinkedIn, Twitter, Reddit), news sites, directories, search engines, job boards, real estate listings, and more.

This Actor uses a real Chrome browser with full JavaScript support, so anything a human can view in Chrome, the AI can automate. This includes modern web apps built with React, Vue, Angular, and other frameworks.

What doesn't work: CAPTCHAs, websites requiring phone verification, sites that detect and block automation aggressively.

---

Can I use this with ChatGPT or only Claude?

Yes, you can use it with ChatGPT and other AI assistants that support the Model Context Protocol (MCP). Currently, Claude Desktop has the best MCP integration, but support is expanding to more AI tools.

You can also integrate directly via Apify's REST API into any application or custom AI agent.

---

Do I need coding or programming knowledge?

No coding required! If you can describe what you want to your AI assistant in plain English, it will handle all the technical details.

Example: Instead of writing CSS selectors or JavaScript code, just say:

• "Extract all prices from this page"
• "Click the third link in the navigation menu"
• "Fill out the form with these details..."

The AI translates your instructions into browser actions automatically.

---

How is this different from other web scraping tools?

Traditional scrapers (Selenium, Puppeteer, Beautiful Soup):

• ❌ Require coding knowledge
• ❌ Need manual selector configuration
• ❌ Break when websites change
• ❌ Complex error handling required

This MCP browser automation Actor:

• ✅ No code needed - describe tasks in plain English
• ✅ AI adapts to changes - understands page structure dynamically
• ✅ Concurrent browser pooling - 10x faster than single-browser tools
• ✅ Built on Apify platform - monitoring, scheduling, API, integrations included
• ✅ Real Chrome browser - handles JavaScript, AJAX, dynamic content perfectly

---

Can I scrape websites that require login?

Yes! Your AI can fill in login forms and maintain authenticated sessions.

Security warning: Do not share real passwords or sensitive credentials in AI conversations. Credentials may be logged by the AI service or visible in conversation history.

Best practices:

• Use test accounts with limited access
• Use environment variables or secure credential storage
• Never reuse passwords you use elsewhere
• Consider OAuth or API keys when available

---

How many pages can I scrape at once?

By default, one browser instance processes pages sequentially. You can increase maxConcurrency to up to 10 browsers for parallel scraping.

Examples:

• maxConcurrency: 1 → Scrapes 50 pages in ~50 minutes
• maxConcurrency: 5 → Scrapes 50 pages in ~10 minutes (5x faster, 5x compute cost)
• maxConcurrency: 10 → Scrapes 50 pages in ~5 minutes (10x faster, 10x compute cost)

Choose based on your speed vs. cost priorities.

---

What about CAPTCHAs and anti-bot protection?

CAPTCHAs are designed to block automation, and this Actor does not automatically solve them.

Alternatives:

• Use official APIs when available (Twitter API, Instagram API, etc.)
• Consider CAPTCHA-solving services (2Captcha, Anti-Captcha) for specific use cases
• Focus on websites without aggressive anti-bot systems
• Use Apify's residential proxies to appear more human-like

---

Does it work with JavaScript-heavy websites and SPAs?

Absolutely! This Actor uses a real Chrome browser with full JavaScript execution. It handles:

• ✅ Single Page Applications (React, Vue, Angular)
• ✅ AJAX-loaded content
• ✅ Infinite scroll
• ✅ Lazy-loaded images
• ✅ Dynamic forms and modals
• ✅ WebSockets and real-time updates

The AI automatically waits for dynamic content to load before extracting data.

---

Can I extract images or just text?

Both! You can:

• Take screenshots of full pages or specific elements (returns images)
• Extract image URLs using the extract tool, then download them separately
• Capture visual content for monitoring, documentation, or archiving

Example: "Take a screenshot of the product gallery and extract all image URLs"

---

How do I schedule automated scraping runs?

Use Apify's scheduling feature to run browser automation automatically:

1. Go to your Actor run in Apify Console
2. Click "Schedule" tab
3. Set frequency: hourly, daily, weekly, or custom cron expression
4. Configure notifications and webhooks

Use cases: Daily price monitoring, hourly news scraping, weekly competitor analysis

Learn about Apify Schedules →

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What data formats can I export?

Apify automatically stores scraped data in datasets with export to:

• JSON - For API integration
• CSV - For Excel and data analysis
• Excel (XLSX) - For business reporting
• HTML - For visual review
• RSS - For content feeds

You can also push data directly to Google Sheets, databases, or cloud storage via integrations.

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Support & Documentation

Get help

• Apify Support: Contact Apify support team
• Community Discord: Join Apify community

Learn more

• Model Context Protocol (MCP): Official MCP documentation
• Claude MCP Guide: How to use MCP with Claude
• Apify Platform Docs: Complete Apify documentation
• Web Scraping Academy: Free web scraping courses

Video tutorials

Coming soon! Subscribe to updates for tutorial videos on:

• Setting up MCP browser automation with Claude
• Advanced web scraping techniques with AI
• Building automated data pipelines
• Enterprise automation workflows

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What is the Model Context Protocol (MCP)?

The Model Context Protocol (MCP) is an open standard that lets AI assistants connect to external tools, data sources, and services. Think of it as "USB for AI"—a universal way for AI models to access capabilities beyond their training.

Created by Anthropic (makers of Claude), MCP is now supported by:

• 🤖 Claude Desktop
• 🔧 1,000+ MCP servers and tools
• 🏢 Enterprise AI platforms
• 🛠️ Developer tools like VS Code and Cursor

How it works:

1. You install an MCP server (like this Actor) that provides specific capabilities
2. Your AI assistant (Claude, ChatGPT, etc.) connects to the MCP server
3. When you ask the AI to perform a task, it uses MCP to communicate with the server
4. The server executes the task (browser automation) and returns results to the AI

You don't need to understand MCP to use this Actor—your AI handles all technical communication automatically. Just describe what you want!

Learn more about MCP →

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Privacy & Security

Your data and browsing activity are protected:

• ✅ No data storage - Nothing is saved between Actor runs
• ✅ Isolated browser sessions - Each run is completely sandboxed
• ✅ Automatic cleanup - Browsers and data deleted after use
• ✅ HTTPS support - Secure connections to websites
• ✅ No tracking - We don't collect, store, or sell your browsing data
• ✅ GDPR compliant - Hosted on Apify's secure infrastructure

Important: While this Actor does not log or store any credentials, be cautious sharing sensitive information (passwords, API keys, personal data) in AI assistant conversations. Review your AI service's privacy policy to understand how conversation data is handled.

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Use Cases & Success Stories

🛒 E-commerce & Retail

Price monitoring: Track competitor pricing across multiple stores daily Product research: Collect product specs, reviews, and availability Inventory tracking: Monitor stock levels and restock patterns

Example: "Visit top 5 electronics retailers and extract prices for iPhone 15 Pro"

---

📊 Market Research & Business Intelligence

Competitor analysis: Monitor competitor websites for changes, new products, pricing Lead generation: Scrape contact info from business directories Market trends: Collect data from industry news sites, forums, social media

Example: "Extract all companies listed in the 'Featured Partners' section with their descriptions and contact links"

---

🏢 Real Estate & Property

Listing aggregation: Collect property listings from multiple sites Price analysis: Track price changes and market trends Agent contact info: Build databases of real estate professionals

Example: "Find all 3-bedroom apartments under $2000/month in this area and extract prices, addresses, and contact info"

---

💼 Recruitment & HR

Job posting monitoring: Track new positions at target companies Candidate sourcing: Collect professional profiles from directories Salary research: Gather compensation data for market analysis

Example: "Extract all software engineering job postings with titles, companies, locations, and salary ranges"

---

📰 Content & Media

News aggregation: Collect articles from multiple sources Content monitoring: Track mentions of brands, products, or topics Social media research: Analyze public posts, trends, and discussions

Example: "Scrape the latest 20 articles about AI automation with headlines, summaries, and publication dates"

---

🧪 QA & Testing

Automated testing: Verify website functionality across browsers Visual regression: Capture screenshots to detect UI changes Form validation: Test form submissions and error handling

Example: "Test the checkout flow: add product to cart, go to checkout, fill in test payment info, and take screenshots at each step"

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Technical Specifications

Platform & Infrastructure

• Runtime: Apify platform with Docker containers

• Protocol: Model Context Protocol (MCP) v1.0 over HTTP/SSE

Performance

• Browser pool size: Configurable 1-10 concurrent browsers
• Default timeout: 30 seconds (configurable to 60s+)
• Page load detection: Network idle, DOM content loaded, JavaScript execution complete
• Memory management: Automatic cleanup and garbage collection
• Resource limits: Configurable per-run compute units

Compatibility

• AI Assistants: Claude Desktop, ChatGPT (MCP), custom AI agents
• APIs: REST API, Apify API v2, MCP protocol
• Data Exports: JSON, CSV, Excel, HTML, RSS
• Integrations: Zapier, Make, Google Sheets, webhooks, 1000+ apps

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Attribution

Created for the Apify community by Meysam.

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