MCP For Claude Marketplace
ScrapingBee

ScrapingBee MCP Connector for Claude

A+

Powerful web scraping with JS rendering, premium proxies, and AI-powered data extraction directly from your AI agent.

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

Connect ScrapingBee to your AI agent to bypass blocks and extract clean data from any website. Handle headless browsers and rotating proxies automatically.

What you can do

  • Advanced Scraping — Use scrape_html to fetch content with full JavaScript rendering, custom wait times, and ad blocking.
  • AI Data Extraction — Leverage ai_query to transform messy HTML into structured data using natural language instructions.
  • Search Engine Intelligence — Use search_google to retrieve structured JSON results from web, news, maps, or images.
  • E-commerce Monitoring — Extract precise product details from Amazon using the get_amazon_product tool and ASIN codes.
  • Flexible Formats — Return content as raw HTML, clean Markdown, or plain text to suit your agent's context window.

How it works

  1. Subscribe to this server
  2. Enter your ScrapingBee API Key
  3. Start scraping complex sites from Claude, Cursor, or any MCP-compatible client

No more getting blocked by Cloudflare or struggling with complex regex. Your AI handles the selectors while ScrapingBee handles the infrastructure.

Who is this for?

  • Data Scientists — gather datasets from JS-heavy SPAs without writing complex crawler logic.
  • Market Researchers — monitor competitor pricing and search engine rankings automatically.
  • Developers — integrate live web data into AI workflows without worrying about proxy rotation or browser management.
scrapingproxyheadless-browserdata-extractionai-scraping

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

get_amazon_product

Scrape Amazon product details

ask_chatgpt

Query the ChatGPT API via ScrapingBee

fast_search

Perform a fast SERP search

search_google

Scrape Google Search results

scrape_html

Supports JS rendering, proxies, and data extraction. Scrape HTML content from any web page

search_walmart

Scrape Walmart search results

search_youtube

Scrape YouTube search results

See how to talk to your AI agent using ScrapingBee.

Scrape https://news.ycombinator.com and return the content as clean Markdown.

I've scraped Hacker News for you. Here is the content converted to Markdown: [Markdown content follows...]

Search Google for 'best MCP servers 2024' and give me the top 3 results.

I found the top 3 results for your search: 1. Introduction to MCP... 2. Top MCP Servers List... 3. GitHub MCP Awesome...

Get the price and rating for Amazon product B08N5WRWNW.

For the Amazon product (ASIN: B08N5WRWNW), the current price is $999.00 with a rating of 4.8 stars based on 12,450 reviews.

Yes! Use the `scrape_html` tool and provide your request in the `ai_query` parameter. The server will use ScrapingBee's AI capabilities to parse the HTML and return exactly what you asked for.

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