skills$openclaw/firecrawl
andrewdmwalker246

by andrewdmwalker

firecrawl – OpenClaw Skill

firecrawl is an OpenClaw Skills integration for coding workflows. Web scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library.

246 stars4.2k forksSecurity L1
Updated Feb 7, 2026Created Feb 7, 2026coding

Skill Snapshot

namefirecrawl
descriptionWeb scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library. OpenClaw Skills integration.
ownerandrewdmwalker
repositoryandrewdmwalker/firecrawler
languageMarkdown
licenseMIT
topics
securityL1
installopenclaw add @andrewdmwalker/firecrawler
last updatedFeb 7, 2026

Maintainer

andrewdmwalker

andrewdmwalker

Maintains firecrawl in the OpenClaw Skills directory.

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SKILL.md

name: firecrawl description: Web scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library. version: 1.0.0 author: captmarbles

Firecrawl Web Skill

Scrape, search, and crawl the web using Firecrawl.

Setup

  1. Get your API key from firecrawl.dev/app/api-keys
  2. Set the environment variable:
    export FIRECRAWL_API_KEY=fc-your-key-here
    
  3. Install the SDK:
    pip3 install firecrawl
    

Usage

All commands use the bundled fc.py script in this skill's directory.

Get Page as Markdown

Fetch any URL and convert to clean markdown. Handles JavaScript-rendered content.

python3 fc.py markdown "https://example.com"
python3 fc.py markdown "https://example.com" --main-only  # skip nav/footer

Take Screenshot

Capture a full-page screenshot of any URL.

python3 fc.py screenshot "https://example.com" -o screenshot.png

Pull specific fields from a page using a JSON schema.

Schema example (schema.json):

{
  "type": "object",
  "properties": {
    "title": { "type": "string" },
    "price": { "type": "number" },
    "features": { "type": "array", "items": { "type": "string" } }
  }
}
python3 fc.py extract "https://example.com/product" --schema schema.json
python3 fc.py extract "https://example.com/product" --schema schema.json --prompt "Extract the main product details"

Web Search

Search the web and get content from results (may require paid tier).

python3 fc.py search "Python 3.13 new features" --limit 5

Crawl Documentation

Crawl an entire documentation site. Great for learning new frameworks.

python3 fc.py crawl "https://docs.example.com" --limit 30
python3 fc.py crawl "https://docs.example.com" --limit 50 --output ./docs

Note: Each page costs 1 credit. Set reasonable limits.

Map Site URLs

Discover all URLs on a website before deciding what to scrape.

python3 fc.py map "https://example.com" --limit 100
python3 fc.py map "https://example.com" --search "api"

Example Prompts

  • "Scrape https://blog.example.com/post and summarize it"
  • "Take a screenshot of stripe.com"
  • "Extract the name, price, and features from this product page"
  • "Crawl the Astro docs so you can help me build a site"
  • "Map all the URLs on docs.stripe.com"

Pricing

Free tier includes 500 credits. 1 credit = 1 page/screenshot/search query.

README.md

No README available.

Permissions & Security

Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.

Requirements

  • OpenClaw CLI installed and configured.
  • Language: Markdown
  • License: MIT
  • Topics:

FAQ

How do I install firecrawl?

Run openclaw add @andrewdmwalker/firecrawler in your terminal. This installs firecrawl into your OpenClaw Skills catalog.

Does this skill run locally or in the cloud?

OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.

Where can I verify the source code?

The source repository is available at https://github.com/openclaw/skills/tree/main/skills/andrewdmwalker/firecrawler. Review commits and README documentation before installing.