AnakinScraper Skill

Scrape any website and get back clean markdown or structured JSON data. Uses an anti-detect browser (Camoufox) to handle JavaScript-heavy sites and anti-bot protection.

Setup

1. Start AnakinScraper (if not already running):

git clone https://github.com/Anakin-Inc/anakinscraper-oss.git
cd anakinscraper-oss && make up

2. Copy the skill into your OpenClaw workspace:

cp -r openclaw-skill ~/.openclaw/workspace/skills/anakinscraper

The skill calls the AnakinScraper REST API at http://localhost:8080 directly. No additional build step required.

Available Tools

anakinscraper_scrape

Scrape a single URL synchronously. Returns markdown, cleaned HTML, and optionally structured JSON.

Use this when the user asks to:

• "Scrape this website"
• "Get the content from this URL"
• "Turn this page into markdown"
• "What's on this webpage?"

Parameters:

• url (required), The URL to scrape
• useBrowser (optional, default false), Force browser rendering for JavaScript-heavy sites
• generateJson (optional, default false), Extract structured JSON data using AI

anakinscraper_extract_json

Scrape a URL and extract structured data as JSON. Best for product pages, articles, listings.

Use this when the user asks to:

• "Extract the product data from this page"
• "Get structured data from this URL"
• "Parse this listing page into JSON"
• "What products are on this page?"

Parameters:

• url (required), The URL to extract data from

anakinscraper_batch_scrape

Scrape multiple URLs at once (up to 10). Returns results for all URLs.

Use this when the user asks to:

• "Scrape these 5 URLs"
• "Get content from all these pages"
• "Batch scrape this list"

Parameters:

• urls (required), Array of URLs to scrape (max 10)
• useBrowser (optional), Force browser rendering
• generateJson (optional), Extract structured JSON from each page