“Replaced a $200/mo scraping tool. I should be annoyed but mostly I’m thrilled.”
Asa F. · 7 May 2026
Point. Click. Get structured data.
Tell the agent a URL and what you want. It returns structured JSON. Handles pagination, JS-rendered pages, rate limits, and the politeness rules.
For when you need a one-off pull and don’t feel like writing puppeteer for the hundredth time.
Everything you need in the bundle. No tutorials. No assembly.
Upload to your agent.
URL + plain-English description of the fields.
Or CSV. Or pasted into your spreadsheet, your choice.
---
name: website-scraper
description: Fetch a URL, extract structured data described in plain English.
allowed_platforms: [openclaw, claude]
tools:
- http.fetch
- browser.render
config:
user_agent: "skillzy-scraper/1.6 (+contact@example.com)"
respect_robots: true
rate_limit_ms: 1200
---
# Website scraper
Input:
- url: the page or list to scrape
- schema: plain-English description of the fields you want
- pagination: optional follow-link rule
Behaviour:
- Render with JS only if needed.
- Respect robots.txt unless explicitly overridden.
- Backoff on 429.
- Return clean JSON conforming to the requested schema.
Scrapers, parsers, pipelines. Quiet little tools that do the boring work.
“Replaced a $200/mo scraping tool. I should be annoyed but mostly I’m thrilled.”
Asa F. · 7 May 2026
“Works great except on one site behind a tough WAF. Fair enough.”
Yumi K. · 24 Apr 2026
“Great for product research. Pulls competitor pricing every Monday.”
Dom P. · 16 Apr 2026