MCP Cloud Web Scraping
AI-Powered Web Scraper for Automated Data Extraction
Scrape any website, extract structured data, and collect web content at scale with AI agents. Connect to automation platforms like n8n, Zapier, and Make, or build web scraping workflows in code.
- Live Data Retrieval - Extract real-time web content from any website with fresh results every time.
- Bypass All Blocks - We handle proxies, CAPTCHAs, JavaScript rendering, and anti-bot systems automatically.
- Built for AI Agents - Designed for agentic workflows with n8n, Zapier, Make, LangChain, and more.
- Zero Configuration - Works seamlessly with automation tools. No coding experience required.
Quick Start
Try it now:
Test in Browser PlaygroundNo setup required, just an account • Works directly in your browser
Or add to your IDE:
npx mcp-remote https://mcp.scrapfly.io/mcp?key=YOUR_KEYAdd 5 lines to your IDE config and you're ready to go. Read the setup guide
Web Scraping Made Simple
Easy Web Scraping
No complex setup. Just connect and start scraping. Your AI can scrape websites in minutes without infrastructure, proxies, or headaches.
5-Minute Setup
No Infrastructure
Zero Maintenance
Universal Compatibility
Standard MCP protocol implementation. Works with any MCP-compatible client: IDEs, automation platforms, or custom applications.
Smart Web Data Extraction
AI-powered web scraping that understands page structure. Extract clean, structured data from any website automatically.
Automatic Content Parsing
Structured JSON Output
Markdown & Text Formats
5 Web Scraping Tools
Covering 99% of web scraping use cases with battle-tested infrastructure
web_get_page
Quick web scraping with sane defaults. Scrape pages and get clean markdown or text content in seconds without complex configuration.
Learn moreweb_scrape
Full control over web scraping with JavaScript rendering, custom headers, cookies, POST requests, and browser automation for complex websites.
Learn morescreenshot
Capture high-quality screenshots of any webpage. Full page or specific elements with dark mode and custom resolutions.
Learn moreinfo_account
Get real-time account information including subscription details, usage statistics, and billing information.
Learn morescraping_instruction
Returns critical instructions and best practices for using Scrapfly scraping tools effectively.
Learn moreWhere to Use Web Scraping MCP
MCP Cloud is designed for automated web scraping workflows: AI-powered data collection that scrapes, extracts, and processes website content. While you can experiment with it in chat interfaces, the real power comes from connecting it to automation platforms and AI agent frameworks.
No-Code Automation
Build powerful data extraction workflows without writing a single line of code.
- n8n - Self-hosted workflow automation
- Zapier - Connect to 5,000+ apps
- Make - Visual automation builder
AI Agent Frameworks
Give your AI agents the ability to retrieve and extract live web data.
- LangChain - Build LLM-powered apps
- LlamaIndex - Data retrieval for RAG
- CrewAI - Multi-agent orchestration
Code-Based Agents
Call MCP directly from your code for custom agentic applications.
- Python - Full SDK support
- TypeScript - Native MCP client
- REST API - Any language
Tip: While MCP works with conversational AI like Claude Desktop, its true potential shines in automated workflows that run continuously, extract data at scale, and trigger actions based on web content changes.
Web Scraping Use Cases
Comparative Analysis
"Compare 3 streaming services and produce comprehensive analysis of pros/cons with recommendations for different user categories."
Product Research
"Extract top 10 best-selling laptops from Amazon with names, prices, ratings, and review counts."
Lead Generation
"Extract contact information from company directories and build a list of potential leads with emails and phone numbers."
Sentiment Analysis
"Read iPhone 15 Pro reviews, analyze common complaints and praise, then summarize overall sentiment."
Policy Research
"Research how Google, Microsoft, and Amazon approach remote work and summarize key policy differences."
Multi-Step Workflows
Handle complex interactions like login flows, form submissions, pagination, and infinite scroll automatically.
Web Scraping FAQ
What is MCP Cloud for web scraping?
MCP Cloud is a web scraping API that connects AI agents to our battle-tested scraping infrastructure. Scrape any website, extract structured data, bypass anti-bot protection, and render JavaScript, all without manual coding. It's perfect for automating web scraping workflows with platforms like n8n, Zapier, and Make.
Do I need coding skills to scrape websites?
No! MCP Cloud works with no-code automation platforms like n8n, Zapier, and Make. You can build powerful web scraping and data extraction workflows using visual drag-and-drop interfaces. For more advanced web scraping use cases, developers can also integrate via code using Python, TypeScript, or any language that supports REST APIs.
Can I run web scrapers automatically on a schedule?
Yes! MCP Cloud is designed for automated web scraping workflows that run on schedules, triggers, or events.
Connect to automation platforms like n8n, Zapier, or Make to run web scrapers 24/7 for price monitoring, competitive intelligence, content aggregation, and data collection tasks without manual intervention.
What's included in the free tier?
New accounts get 1,000 free API credits to test all features. No credit card required. Each request consumes credits based on the features used (proxies, JavaScript rendering, etc.). A simple page fetch typically costs 1-3 credits. View detailed pricing at scrapfly.io/pricing.
Are there rate limits?
Rate limits depend on your subscription plan. Free tier includes up to 3 concurrent requests.
Paid plans offer higher concurrency limits (up to 1000+ concurrent requests on enterprise plans).
Check your current limits anytime using the info_account tool.
Ready to Start Web Scraping?
Start scraping websites and extracting data in minutes. 1,000 free credits, no credit card required.