MrScraper skill for OpenClaw

What this skill does

Run AI-powered, unblockable web scraping, data extraction with natural language via the MrScraper API

The MrScraper skill 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 the MrScraper skill

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for mrscraper and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add the MrScraper skill with a single command:

openclaw skills add mrscraper

This pulls mrscraper from ClawHub and installs it into ~/.openclaw/skills/mrscraper/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use the MrScraper skill

Once installed, the MrScraper skill 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:

1. Click the Download skill .zip button above to grab mrscraper-1.0.5.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/mrscraper/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install MrScraper?

Install MrScraper in the OpenClaw Easy desktop app by opening the Skills panel, searching for mrscraper, and clicking Install. From a terminal you can run: openclaw skills add mrscraper. Either way the skill is placed in ~/.openclaw/skills/mrscraper/.

Is the MrScraper skill free?

Yes. It is free to download and run through ClawHub, with no account or payment required. Each skill is published by its own author under its own licence — see its ClawHub page for the licence and source.

What does MrScraper do?

Run AI-powered, unblockable web scraping, data extraction with natural language via the MrScraper API

Related: more data & apis skills

If the MrScraper skill looks useful, you may also want to check out other data & apis skills in the OpenClaw catalog:

• ssq-analyzer ⬇ 1.9K
• Data Profiler ⬇ 1.9K
• Meme Signal Scanner ⬇ 1.9K
• Bank Skills ⬇ 1.9K
• price-predator ⬇ 1.9K

Skills in this catalog are community-contributed integrations published on ClawHub and distributed under their own open-source licences. Product and company names, and any third-party service a skill connects to, are trademarks of their respective owners; a listing here does not imply affiliation with, sponsorship by, or endorsement from them. This page does not distribute any third-party application. Rights holders can reach us at hello@openclaw-easy.com.

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