Claude Code with These Skills Can Scrape the Entire Web

@0xEcho99
SIMPLIFIED CHINESE2 months ago · Jun 03, 2026
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TL;DR

Learn how to use open-source tools like Agent-reach and Scrapling with Claude Code to automate data extraction from social media and complex websites while bypassing anti-bot measures.

Claude Code with these skills can basically crawl the entire web.

◉ Scraping Social Media (Xiaohongshu / X / TikTok / YouTube / WeChat Official Accounts / Reddit)

→ Agent-reach. An open-source AI scaffolding that supports API access for platforms like Xiaohongshu, X, TikTok, YouTube, WeChat, and Reddit. By installing CLI tools and configuring search engines, it helps AI Agents access various platforms.

Project Address: github.com/Panniantong/agent-reach

◉ Batch Data Scraping / Bypassing Anti-Bot Measures

→ Scrapling. An open-source adaptive web scraping framework that supports everything from single requests to full-scale crawling. With built-in static, JS rendering, and anti-bot stealth scrapers, it helps AI Agents extract structured data at high speeds, bypass Cloudflare, and automatically relocate elements after website updates.

Project Address: github.com/D4Vinci/Scrapling

◉ Scraping Logged-in Pages / Letting AI Operate Itself

→ Browser-use. An open-source browser automation framework that lets AI operate web pages like a human. Driven by an LLM (requires model configuration), it helps AI Agents autonomously complete multi-step tasks like filling forms, clicking, and operating backends, while reusing your logged-in state in Chrome.

Project Address: github.com/browser-use/browser-use

◉ Monitoring Operations / Complex Authentication Pages

→ Claude in Chrome. Anthropic's official browser extension. By putting Claude into your real Chrome browser, it allows you to watch it click, fill, and operate on pages, making it suitable for tasks that require monitoring or have complex authentication.

Official Website: claude.ai/chrome

◉ Fully Automated Networking / Taking Over Daily Chrome

→ Web-access. An open-source Agent networking skill covering scenarios from public search to logged-in operations. By automatically choosing between WebSearch / WebFetch / curl / CDP and using CDP to take over your daily Chrome (naturally carrying login states), it helps AI Agents complete various networking tasks and retrieve local browser bookmarks and history.

Project Address: github.com/eze-is/web-access

The core principle is to go from light to heavy: stop when it's enough, and don't open the browser if you don't have to.

A few days ago, I used this setup to scrape a course website, pulling documents and videos through the backend, automatically translating and adding subtitles, and saving them into Obsidian—it was very smooth.

Simply feed this article to your Agent to download and configure it according to the principle of 'light to heavy, stop when enough, and avoid opening the browser if possible.'

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