What this skill does
Performs deep scraping of complex sites like YouTube using containerized Crawlee, extracting validated, ad-free transcripts and content as JSON output.
Deep 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 Deep 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
deep-scraperand 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 Deep Scraper with a single command:
openclaw skills add deep-scraper
This pulls deep-scraper from ClawHub and installs it into ~/.openclaw/skills/deep-scraper/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Deep Scraper
Once installed, Deep 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.
Turning video into a finished short
Deep Scraper works with video. Getting from there to something postable is a separate job: ViralMint — an open-source video pipeline — reframes to vertical, cleans the audio, cuts dead air, burns animated captions, and exports a version sized for TikTok, Reels, and Shorts.
It runs as an MCP server, so an OpenClaw agent can drive it from the same chat you already use: ask for a short, and the render comes back finished. See how to connect a video pipeline to your agent.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
deep-scraper-1.0.1.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/deep-scraper/(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 Deep Scraper?
Install Deep Scraper in the OpenClaw Easy desktop app by opening the Skills panel, searching for deep-scraper, and clicking Install. From a terminal you can run: openclaw skills add deep-scraper. Either way the skill is placed in ~/.openclaw/skills/deep-scraper/.
Is Deep Scraper free?
Yes. Deep 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 Deep Scraper do?
Performs deep scraping of complex sites like YouTube using containerized Crawlee, extracting validated, ad-free transcripts and content as JSON output.
Related: more data & apis skills
If Deep 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