firecrawl

Scrape, search, crawl, and automate browsers to output LLM-optimized markdown.

1|Updated Mar 7, 2026

Search Tags:#automation #data extraction #cli #browser automation #web scraping #web crawling

Ready to run

npx skills add https://github.com/AngKS/HackOMania-2026 --skill firecrawl-angks

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: firecrawl
Source: https://github.com/AngKS/HackOMania-2026/tree/main/.agents/skills/firecrawl
Command: npx skills add https://github.com/AngKS/HackOMania-2026 --skill firecrawl-angks

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates web scraping, search, crawling, and browser interactions, providing clean, LLM-optimized markdown output.

Core Features & Use Cases

Web Scraping: Extract content from static or dynamic web pages.
Site Crawling: Bulk extract content from entire sections of websites.
Browser Automation: Interact with web pages for complex tasks like form filling or navigating dynamic interfaces.
Use Case: Automatically scrape all product descriptions and prices from an e-commerce site, or use the browser to log into a web application and extract dashboard data.

Quick Start

Use the firecrawl skill to scrape the content from the URL 'https://example.com/page'.

Frequently Asked Questions about firecrawl

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I extract content from dynamic web pages for LLM processing?▼

Web scraping dynamic web pages for LLM processing requires a tool that can render JavaScript and output clean markdown. This Skill automates web scraping, crawling, and browser interactions, providing LLM-optimized markdown output from static or dynamic content.

What is the best way to crawl an entire e-commerce site and extract product descriptions?▼

Crawling an e-commerce site to extract product descriptions and prices is best handled by site crawling automation. This Skill supports bulk content extraction from entire sections of websites, outputting clean markdown for large-scale data collection.

Can I automate browser interactions like form filling and login extraction?▼

Automating browser interactions like form filling and login extraction is fully supported. This Skill provides browser automation commands to navigate dynamic interfaces, log into web applications, and extract dashboard data.

Do I need an API key to use this web scraping and crawling tool?▼

An API key is required to use this web scraping and crawling tool. The Skill requires pre-installation and authentication for API access to execute its search, scrape, map, crawl, agent, and browser commands.

How do I search the web and retrieve clean markdown from the results?▼

Searching the web to retrieve clean markdown is done using the search command. This Skill provides a command-line interface for web scraping and search, outputting LLM-optimized markdown from the gathered search results.