This article introduces 5 open-source tools (Agent-reach, Scrapling, Browser-use, Claude in Chrome, Web-access) that enable AI agents like Claude Code to perform web scraping, browser operations, etc., covering scenarios from lightweight to heavy-duty, along with configuration tips.
Claude Code Ultimate Scraping Handbook: 5 Open-Source Skills to Make AI Actually Work on the Web
Want Claude to stop being just a chat tool and start scraping data, manipulating web pages, and batch processing content? The following combination is the most practical solution.
I've compiled the solution into this handbook, which can be directly copied to Claude Code, Cursor, or Codex. The order goes from daily most-used tasks to heavy-duty operations, with zero learning curve.
1. 80% of Daily Needs: One-Click Scraping of Social Media and Public Content
Tool: Agent-reach
URL: http://github.com/Panniantong/agent-reach…
A lightweight CLI tool specifically designed for AI agents. Supports major platforms like Xiaohongshu, X, Douyin, YouTube, WeChat Official Accounts, Reddit, Bilibili, etc.
With local cookies and free search, you can quickly read content, extract video subtitles, convert to RSS, and turn web pages into clean Markdown.
Most of the time, we just want to quickly read discussions, browse notes, or grab public information without opening a browser. Just command Claude in natural language.
2. Structured Data + Anti-Scraping Scenarios: Adaptive Scraping Framework
Tool: Scrapling
URL: http://github.com/D4Vinci/Scrapling…
A shape-shifting expert in web scraping. Supports three modes: static HTTP, JS rendering, and stealth anti-scraping. Can bypass protections like Cloudflare and Turnstile.
Its strongest feature is adaptive element location. Even if a website redesigns, it can automatically re-match fields using similarity algorithms, making it almost never fail.
Use cases: batch scraping product lists, course materials, competitor info. With concurrency and proxy rotation, it's incredibly fast—extracting thousands of elements in milliseconds.
3. Login Required Operations: Make AI Act Like a Human
Tool: Browser-use
URL: http://github.com/browser-use/browser-use…
Let Claude directly drive the browser to automatically click, fill forms, scroll, and complete multi-step tasks. Supports one-click loading of your local Chrome's logged-in user data directory, naturally maintaining login state.
Highlight: The AI judges what to do next on its own, ideal for repetitive workflows like submitting resumes, operating backend systems, or filling forms in Feishu.
4. Complex Authentication or Supervision Needed: Official Visual Extension
Tool: Claude in Chrome
Website: http://claude.ai/chrome
Anthropic's official Chrome extension that puts Claude directly into a real browser. You can watch it click, fill, and scroll on pages in real time.
Especially suitable for scenarios requiring CAPTCHAs, multi-factor authentication, or manual confirmation.
5. Highest Level Full-Scene Takeover: Intelligent Scheduling of Daily Chrome
Tool: Web-access
URL: http://github.com/eze-is/web-access…
Three-layer intelligent channels (search/scrape/curl/CDP), automatically selects the best method. For heavy tasks, it directly takes over your daily Chrome via Chrome DevTools Protocol, with login state, bookmarks, history, and supports sub-agents operating different tabs in parallel.
Why put it last? It's the most powerful but also the heaviest; only use it when the previous ones are not enough.
Practical Configuration Tips (Directly Copy to Agent for Execution)
1. Strict Order: Agent-reach → Scrapling → Browser-use → Claude in Chrome → Web-access. If it can be solved via CLI, never open a browser.
2. Safety First: Store all cookies locally, use proxies for complex tasks, and operate with separate accounts.
3. One-Click Deployment: Send this handbook directly to your Claude Agent and let it install, configure, and test in order.
4. Follow-Up: After scraping, connect to Obsidian/Notion, let AI automatically summarize, translate, tag, and turn it into your knowledge base.
With this solution, scrape a complete website—automatically pull documents and videos in the background, AI translates and adds subtitles, then one-click import into your local note library. The whole process is lightning fast.
These skills upgrade Claude into a digital employee that can browse, operate, and think. Whether doing data research, competitive analysis, or content monitoring, you can use it directly.
Start with the lightest tool, stop when it's enough. This saves resources and tokens and avoids pitfalls.
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