Best Web Scraping & Data Collection MCP Servers
Curated mcp servers for web scraping & data collection — ranked by GitHub stars, each linking to its source.
12 listings
Top Web Scraping & Data Collection MCP Servers
Open in browsefirecrawl
The context API to search, scrape, and interact with the web at scale. 🔥
playwright
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
crawl4ai
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
gpt4free
The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3
TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
browser
Lightpanda: the headless browser designed for AI and automation
Scrapegraph-ai
Python scraper based on AI
skyvern
Automate browser based workflows with AI
SingleFile
Web Extension for saving a faithful copy of a complete web page in a single HTML file
SurfSense
Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9
dirsearch
Web path scanner
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.