MCP For Claude Marketplace
Scrapfly

Scrapfly MCP Connector for Claude

A+

Scrape web data at scale with a managed API that handles proxies, browser rendering, and anti-bot bypassing automatically.

12 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

Connect your Scrapfly account to any AI agent and take full control of your web data extraction and scraping orchestration through natural conversation. Scrapfly provides a professional-grade scraping API that combines headless browser rendering, premium residential proxies, and AI-driven data extraction, and this integration allows you to retrieve raw HTML, take element-level screenshots, and convert pages into structured JSON directly from your chat interface.

What you can do

  • Stealth Scraper Orchestration — Retrieve clean HTML from any website while bypassing Cloudflare, Akamai, and other anti-bot systems programmatically.
  • AI-Driven Data Extraction — Use LLM-powered extraction models to transform complex web pages into structured JSON data directly from the AI interface.
  • Visual Intelligence — Capture full-page or element-specific screenshots with support for dark mode and ad-blocking via natural language.
  • Proxy & Region Control — Access millions of residential proxies across 50+ countries to ensure your data collection is always localized and reliable.
  • Operational Monitoring — Track system activity, monitor API credit consumption, and manage project metadata using simple AI commands.

How it works

  1. Subscribe to this server
  2. Enter your Scrapfly API Key from your dashboard
  3. Start scraping and extracting web data from Claude, Cursor, or any MCP-compatible client

No more managing browser clusters or rotating IPs. Your AI acts as a dedicated data engineer or market researcher.

Who is this for?

  • Data Scientists — quickly retrieve high-fidelity datasets from the web without technical blocks.
  • Market Researchers — automate the extraction of competitor pricing and sentiment data via natural conversation.
  • Growth Engineers — streamline the generation of visual audits and lead metadata directly within the chat.
scrapflyweb-scrapingdata-extractionanti-bot-bypassresidential-proxiesai-extractionjs-renderingscreenshots-apimcp

12 tools expose this connector's capabilities to your AI agent.

ai_data_extraction

Extract structured data

get_api_status

Check account info

list_extraction_models

List AI models

get_project_details

Get project info

get_scraping_capabilities

Check scraping features

get_screenshot_capabilities

Check screenshot features

check_credit_usage

Check usage stats

list_proxy_regions

Check proxy options

list_api_webhooks

List configured webhooks

web_scrape

Scrape any website

capture_screenshot

Take a website screenshot

test_scrapfly_auth

Verify credentials

See how to talk to your AI agent using Scrapfly.

Scrape the homepage of 'https://news.ycombinator.com' and return the HTML.

Retrieving website content... I've successfully scraped Hacker News. Should I extract the top story titles and links for you?

Scrape the product listings from the first 3 pages of an e-commerce category with pricing data.

Scraping completed across 3 pages. Total products extracted: 72 (24 per page). Data fields: product name, price, original price, discount %, rating, review count, availability, SKU. Price range: $12.99 - $299.99. Average price: $67.40. 18 products on sale (25% of listings). 5 products out of stock. Anti-bot protection bypassed successfully. JavaScript rendering used for dynamic content. Total API credits used: 6. Data exported as JSON (234 KB).

Take a full-page screenshot of our competitor's pricing page and extract the plan details.

Full-page screenshot captured: competitor_pricing_may2025.png (2400x8600px). Plan details extracted: Starter ($29/mo, 1 user, 5GB storage), Professional ($79/mo, 5 users, 50GB, API access), Enterprise ($199/mo, unlimited users, 500GB, priority support, SSO). Annual discount: 20% across all plans. Free trial: 14 days. Compared to your pricing: you are 15% lower on Starter, comparable on Professional, 10% higher on Enterprise. New feature since last check: AI assistant added to Professional tier.

Yes! Use the `ai_data_extraction` tool. Provide the URL and optionally a model or prompt, and your agent will return the parsed data in structured JSON format instantly.

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