Project Title

firecrawl — The Web Data API for AI: Convert Websites into LLM-ready Data

Overview

Firecrawl is an API service designed to empower AI applications with clean data from any website. It crawls websites, converts them into clean markdown or structured data, and provides advanced scraping, crawling, and data extraction capabilities. This project stands out for its ability to handle all accessible subpages without requiring a sitemap, making it a powerful tool for data extraction in AI applications.

Key Features

Advanced scraping and crawling capabilities
Conversion of websites into clean markdown or structured data
No need for a sitemap
API service with hosted version and self-hosting options

Use Cases

Data scientists and developers using AI to extract and process web data
Businesses needing to convert website content into structured data for analysis
Researchers gathering data from various websites for comprehensive studies

Advantages

Handles all accessible subpages without a sitemap
Provides clean data output in markdown or structured data formats
Supports integration with various LLM frameworks and low-code platforms

Limitations / Considerations

The repository is still in development and not fully ready for self-hosted deployment
Custom modules are being integrated into the mono repo, which may affect stability

Scrapy: An open-source and collaborative framework for extracting the data from websites. It differs from Firecrawl in that it is more focused on scraping and does not convert data into structured formats as seamlessly.
Beautiful Soup: A Python library for pulling data out of HTML and XML files. It is more of a parsing tool rather than a full-fledged API service like Firecrawl.
Octoparse: A visual web scraping tool that allows users to extract data from websites without coding. It differs from Firecrawl in its approach, being more user-friendly but less flexible for complex data extraction needs.

Basic Information

GitHub: https://github.com/firecrawl/firecrawl
Stars: 54,808
License: Unknown
Last Commit: 2025-09-04

📊 Project Information

Project Name: firecrawl
GitHub URL: https://github.com/firecrawl/firecrawl
Programming Language: TypeScript
⭐ Stars: 54,808
🍴 Forks: 4,643
📅 Created: 2024-04-15
🔄 Last Updated: 2025-09-04

🏷️ Project Topics

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🎮 Online Demos

Llama Index

📚 Documentation

This article is automatically generated by AI based on GitHub project information and README content analysis

firecrawl

Project Description