firecrawl

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

533 stars

Best use case

firecrawl is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

Teams using firecrawl should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/firecrawl/SKILL.md --create-dirs "https://raw.githubusercontent.com/sundial-org/awesome-openclaw-skills/main/skills/firecrawl/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/firecrawl/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How firecrawl Compares

Feature / AgentfirecrawlStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Firecrawl

Web search and scraping via Firecrawl API.

## Prerequisites

Set `FIRECRAWL_API_KEY` in your environment or `.env` file:
```bash
export FIRECRAWL_API_KEY=fc-xxxxxxxxxx
```

## Quick Start

### Search the web
```bash
firecrawl_search "your search query" --limit 10
```

### Scrape a single page
```bash
firecrawl_scrape "https://example.com"
```

### Crawl an entire site
```bash
firecrawl_crawl "https://example.com" --max-pages 50
```

## API Reference

See [references/api.md](references/api.md) for detailed API documentation and advanced options.

## Scripts

- `scripts/search.py` - Search the web with Firecrawl
- `scripts/scrape.py` - Scrape a single URL
- `scripts/crawl.py` - Crawl an entire website

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