What this skill does
Browser-based tool to discover Instagram profiles by location/category and scrape their public info, stats, images, and engagement with export options.
Instagram 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 Instagram 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
instagram-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 Instagram Scraper with a single command:
openclaw skills add instagram-scraper
This pulls instagram-scraper from ClawHub and installs it into ~/.openclaw/skills/instagram-scraper/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Instagram Scraper
Once installed, Instagram 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 images into video
Instagram Scraper works with images. Getting from there to something postable is a separate job: ViralMint — an open-source video pipeline — turns stills into motion — pans and transitions, synced captions, and a vertical export for short-form feeds.
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
instagram-scraper-1.0.7.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/instagram-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 Instagram Scraper?
Install Instagram Scraper in the OpenClaw Easy desktop app by opening the Skills panel, searching for instagram-scraper, and clicking Install. From a terminal you can run: openclaw skills add instagram-scraper. Either way the skill is placed in ~/.openclaw/skills/instagram-scraper/.
Is Instagram Scraper free?
Yes. Instagram 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 Instagram Scraper do?
Browser-based tool to discover Instagram profiles by location/category and scrape their public info, stats, images, and engagement with export options.
Related: more data & apis skills
If Instagram 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