firecrawl vs Scrapegraph-ai
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| firecrawl | Scrapegraph-ai | |
|---|---|---|
| Tagline | The API to search, scrape, and interact with the web at scale. | A Python scraping library with LLM and direct graph logic |
| Stars | 147k | 28k |
| Forks | 8.5k | 2.7k |
| Open issues | 387 | 1 |
| Language | TypeScript | Python |
| License | AGPL-3.0 | MIT |
| Last pushed | Jul 7, 2026 | Jun 25, 2026 |
| Categories | AI Agents, Data & Retrieval | Data & Retrieval, LLM Frameworks |
firecrawl
Firecrawl is an open-source web context API aimed at finding sources, extracting content, and converting it into clean Markdown or structured data. It focuses on reliability, speed, and LLM-ready output formats.
TypeScript
Scrapegraph-ai
ScrapeGraphAI is a Python-based web scraping tool that leverages Large Language Models (LLM) to automate the extraction of information from websites and local documents. It supports various formats including XML, HTML, JSON, and Markdown.
Python