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/web-content-fetcher

Extract article content from any URL as clean Markdown. Uses Scrapling script as primary method (with auto fast→stealth fallback), Jina Reader as alternative for simple pages. Preserves headings, links, images, lists, and code blocks. Use this skill whenever the user wants to

From plugin
web-content-fetcher
6131 skill

Claude Code

$ npx -y skills add shirenchuang/web-content-fetcher --skill web-content-fetcher --agent claude-code

SKILL.md

web-content-fetcher.SKILL.md
name: web-content-fetcher
description: >
  Extract article content from any URL as clean Markdown.
  Uses Scrapling script as primary method (with auto fast→stealth fallback),
  Jina Reader as alternative for simple pages.
  Preserves headings, links, images, lists, and code blocks.
  Use this skill whenever the user wants to fetch, read, extract, scrape, or summarize
  content from a URL — including blog posts, news articles, WeChat articles (微信公众号),
  documentation pages, or any web page. Also trigger when the user says things like
  "帮我读一下这篇文章", "抓取这个网页", "提取正文", or "read this page for me".

Web Content Fetcher

Given a URL, return its main content as clean Markdown — headings, links, images, lists, code blocks all preserved.

Extraction Strategy

Always try **one method per URL** — don't cascade blindly. Pick the right one upfront.

URL
 │
 ├─ 1. Scrapling script (preferred)
 │     Run fetch.py — check the domain routing table to decide fast vs --stealth.
 │     Works for most sites. Returns clean Markdown directly.
 │
 └─ 2. Jina Reader (fallback — only if Scrapling fails or dependencies not installed)
       web_fetch("https://r.jina.ai/<url>")
       Free tier: 200 req/day. Fast (~1-2s), good Markdown output.
       Does NOT work for: WeChat (403), some Chinese platforms.

Scrapling script

python3 <SKILL_DIR>/scripts/fetch.py "<url>" [max_chars] [--stealth]

`<SKILL_DIR>` is the directory where this SKILL.md lives. Resolve it before calling the script.

The script has two modes built in:

  • **Default (fast):** HTTP fetch, ~1-3s, works for most sites
  • **`--stealth`:** Headless browser, ~5-15s, for JS-rendered or anti-scraping sites

When run without `--stealth`, the script automatically falls back to stealth if the fast result has too little content. So you rarely need to specify `--stealth` manually — the only reason to force it is when you already know the site needs it (see routing table), which saves the initial fast attempt.

Domain Routing

Use this table to pick the right mode on the first call:

| Domain | Command | Why | |--------|---------|-----| | `mp.weixin.qq.com` | `fetch.py <url> --stealth` | JS-rendered content | | `zhuanlan.zhihu.com` | `fetch.py <url> --stealth` | Anti-scraping + JS | | `juejin.cn` | `fetch.py <url> --stealth` | JS-rendered SPA | | `sspai.com` | `fetch.py <url>` | Static HTML | | `blog.csdn.net` | `fetch.py <url>` | Static HTML | | `ruanyifeng.com` | `fetch.py <url>` | Static blog | | `openai.com` | `fetch.py <url>` | Static HTML | | `blog.google` | `fetch.py <url>` | Static HTML | | Everything else | `fetch.py <url>` | Auto-fallback handles it |

Script Options

# Basic — auto-selects fast or stealth
python3 <SKILL_DIR>/scripts/fetch.py "https://sspai.com/post/73145"

# Force stealth for known JS-heavy sites
python3 <SKILL_DIR>/scripts/fetch.py "https://mp.weixin.qq.com/s/xxx" --stealth

# Limit output to 15000 characters (default: 30000)
python3 <SKILL_DIR>/scripts/fetch.py "https://example.com/article" 15000

# JSON output with metadata (url, mode, selector, content_length)
python3 <SKILL_DIR>/scripts/fetch.py "https://example.com" --json

Install Dependencies

First use only — the script checks and tells you if anything is missing:

pip install scrapling html2text

If on system-managed Python (macOS/Linux), add `--break-system-packages` or use a venv.

Failure Rules

  • Same URL fails once → give up, tell the user "unable to extract content from this URL"
  • Do not retry — each failed call wastes context tokens
Read more

Stars on GitHub

Momentum

stars in total
613
Star history of shirenchuang/web-content-fetcher on GitHub, a chart by star-history.com

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Questions about web-content-fetcher.

Which coding agents can use web-content-fetcher?
web-content-fetcher installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.