MR
Mayur Rathi
@mayurrathi
⭐ 40.7k GitHub stars

Firecrawl Scraper

Firecrawl Scraper is an code AI skill with a core value of Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. It helps developers solve real-world problems in the code domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

Last verified on: 2026-07-07

Quick Facts

Category code
Works With Claude
Source sickn33/antigravity-awesome-skills
Stars ⭐ 40.7k
Last Verified 2026-07-07
Risk Level Low
mkdir -p ./skills/firecrawl-scraper && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/firecrawl-scraper/SKILL.md -o ./skills/firecrawl-scraper/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# firecrawl-scraper


Overview

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API


When to Use

- When you need deep content extraction from web pages

- When page interaction is required (clicking, scrolling, etc.)

- When you want screenshots or PDF parsing

- When batch scraping multiple URLs


Installation

bash
npx skills add -g BenedictKing/firecrawl-scraper

Step-by-Step Guide

1. Install the skill using the command above

2. Configure Firecrawl API key

3. Use naturally in Claude Code conversations


Examples

See [GitHub Repository](https://github.com/BenedictKing/firecrawl-scraper) for examples.


Best Practices

- Configure API keys via environment variables


Troubleshooting

See the GitHub repository for troubleshooting guides.


Related Skills

- context7-auto-research, tavily-web, exa-search, codex-review

🎯 Best For

  • Claude users
  • Software engineers
  • Development teams
  • Tech leads

💡 Use Cases

  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Firecrawl Scraper to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Is Firecrawl Scraper compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Firecrawl Scraper?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Firecrawl Scraper?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/firecrawl-scraper/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

🔗 Related Skills