Best Web Scraping & Data Collection MCP Servers
Curated mcp servers for web scraping & data collection — ranked by GitHub stars, each linking to its source.
5 listings
Top Web Scraping & Data Collection MCP Servers
Open in browsefirecrawl
The context API to search, scrape, and interact with the web at scale. 🔥
puppeteer
JavaScript API for Chrome and Firefox
playwright
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
crawl4ai
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
About Web Scraping & Data Collection MCP Servers
Looking for mcp servers to connect your AI agents to web scraping & data collection? This page collects the best web scraping & data collection MCP servers in one place, ranked by popularity and kept current from their repositories. Each server links straight to its GitHub repo — install it into Claude Desktop, Claude Code, or Cursor in minutes. Compare options at a glance, then open any listing for features, use cases, and install steps.
Browse all mcp servers or explore the full Web Scraping & Data Collection category.
Best Web Scraping & Data Collection MCP Servers — FAQ
What are the best web scraping & data collection mcp servers?+
We rank web scraping & data collection mcp servers by GitHub stars and keep the list fresh from each project's repository. The listings at the top of this page are the most popular and actively maintained.
How do I add an mcp server for web scraping & data collection?+
Open any listing on this page and follow its GitHub README. Each server links straight to its GitHub repo — install it into Claude Desktop, Claude Code, or Cursor in minutes.
Are these web scraping & data collection mcp servers free?+
Every listing is an open-source project hosted on GitHub. Check each repository for its license and any API keys it may require.