AgentQL vs Firecrawl
Side-by-side comparison — what each server does, what tools it exposes, and how to install it.
AgentQL
Official Web Scraping
AgentQL lets you scrape any website and extract structured data to JSON easily—no custom web scraping code needed.
276
0
Firecrawl
Official Browser Automation
Unlock AI-ready web data with Firecrawl: scrape any website, handle dynamic content, and automate web scraping for research or automation.
2.1k
108
At a Glance
| AgentQL | Firecrawl | |
|---|---|---|
| What it does | AgentQL lets you scrape any website and extract structured data to JSON easily—no custom web scra... | Unlock AI-ready web data with Firecrawl: scrape any website, handle dynamic content, and automate... |
| Categories | Web Scraping | Browser Automation |
| Install | Manual config | Manual config |
| Tools | 0 | 0 |
| Source | GitHub ↗ | GitHub ↗ |
| Popularity | 276 views · 0 installs | 2.1k views · 108 installs |
TL;DR
AgentQL is a Web Scraping server. Firecrawl is a Browser Automation server. Different use cases — you might want both.
Both are free to install through FastMCP. Try them and see which fits.