Web Scraping & Crawling MCP Servers
MCP servers that fetch, crawl, and convert web content into clean data for AI assistants. This page lists 9 Web Scraping & Crawling MCP servers, ranked by GitHub stars.
| # | Server | Category | Stars | Forks | Last commit |
|---|---|---|---|---|---|
| 1 | Apify Actors MCP run thousands of prebuilt Apify Actors to scrape and automate the web | Web Scraping & Crawling | 10.3K | 306 | 15 days ago |
| 2 | apify-mcp-server extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | Web Scraping & Crawling | 10.3K | 306 | 15 days ago |
| 3 | Firecrawl MCP crawl websites and convert pages into clean markdown or structured data | Web Scraping & Crawling | 7.6K | 903 | 16 days ago |
| 4 | pinkpixel-dev-web-scout-mcp search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp… | Web Scraping & Crawling | 136 | 16 | 3 months ago |
| 5 | ScrapeGraphAI-scrapegraph-mcp enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili… | Web Scraping & Crawling | 115 | 38 | 3 months ago |
| 6 | oxylabs-oxylabs-mcp fetch and process content from specified URLs using the Oxylabs Web Scraper API | Web Scraping & Crawling | 104 | 26 | 1 month ago |
| 7 | BadRooBot-test_m send quick greetings, scrape website content, and generate text or images on demand. Perform web s… | Web Scraping & Crawling | 0 | 1 | 1 year ago |
| 8 | blacklotusdev8-test_m greet anyone by name with a friendly hello. Scrape webpages to extract content for quick reference… | Web Scraping & Crawling | 0 | 0 | 1 year ago |
| 9 | rainbowgore-stealthee-mcp-tools spot pre-launch products before they trend. Search the web and tech sites, extract and parse pages… | Web Scraping & Crawling | 0 | 0 | 6 months ago |
Frequently asked questions
What are Web Scraping & Crawling MCP servers?
MCP servers that fetch, crawl, and convert web content into clean data for AI assistants.
Which Web Scraping & Crawling MCP servers are most popular?
The most-starred Web Scraping & Crawling MCP servers include Apify Actors MCP, apify-mcp-server, and Firecrawl MCP.
How do I choose a Web Scraping & Crawling MCP server?
Compare GitHub stars, recent commit activity, supported clients, and license, then pick the server that matches your stack and use case.
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