What this skill does
Full web page scraping with JavaScript rendering via local Crawl4AI instance, delivering clean markdown or detailed JSON including links and media.
Crawl4AI Web Scraper is part of the Data & APIs category — data and API skills that fetch, query, and work with external data sources. You can install it on its own or alongside other data & apis skills from the OpenClaw catalog.
How to install Crawl4AI Web Scraper
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
crawl-for-aiand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add Crawl4AI Web Scraper with a single command:
openclaw skills add crawl-for-ai
This pulls crawl-for-ai from ClawHub and installs it into ~/.openclaw/skills/crawl-for-ai/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Crawl4AI Web Scraper
Once installed, Crawl4AI Web Scraper activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
crawl-for-ai-1.0.1.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/crawl-for-ai/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Crawl4AI Web Scraper?
Install Crawl4AI Web Scraper in the OpenClaw Easy desktop app by opening the Skills panel, searching for crawl-for-ai, and clicking Install. From a terminal you can run: openclaw skills add crawl-for-ai. Either way the skill is placed in ~/.openclaw/skills/crawl-for-ai/.
Is Crawl4AI Web Scraper free?
Yes. Crawl4AI Web Scraper is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does Crawl4AI Web Scraper do?
Full web page scraping with JavaScript rendering via local Crawl4AI instance, delivering clean markdown or detailed JSON including links and media.
Related: more data & apis skills
If Crawl4AI Web Scraper looks useful, you may also want to check out other data & apis skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models