# Firecrawl MCP: use Firecrawl from your agent through looot

Scrape pages to markdown, crawl sites and extract structured data through one MCP connection. Firecrawl is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## What your agent can do with Firecrawl

- Convert pages to markdown: covered.
- Extract structured data: covered.
- Crawl a whole site: covered.
- Map the URLs of a site: covered.

## Example prompts for Firecrawl

- Page to markdown: Use looot to scrape https://example.com/pricing with Firecrawl and return clean markdown.
- Structured fields: Use looot to extract product name, price and plan limits from these five pages with Firecrawl as a table.
- Crawl a site: Use looot to crawl the blog of https://example.com with Firecrawl and list every post title and date.

## Is there a Firecrawl MCP server?

looot gives your agent one MCP connection. Firecrawl is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection. You add looot once and reach every provider in the catalog from it.

## How do I use Firecrawl with Claude Code?

Add the looot MCP connection to Claude Code once, using the setup at https://looot.ai/skill.md. Then ask Claude Code to use looot for the job. Firecrawl is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## How do I use Firecrawl with Cursor?

Add the looot MCP connection in Cursor's MCP settings, then ask the agent to use looot. Firecrawl is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## Does Firecrawl work with ChatGPT?

It works in any client that can add an MCP connection. Where your ChatGPT plan lets you add one, add looot and ask it to use looot. Firecrawl is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection.

## What can I do with Firecrawl through looot?

The jobs on this page: convert pages to markdown, extract structured data, crawl a whole site, map the urls of a site. The page marks any job whose endpoints are not in the live catalog.

## What does Firecrawl cost through looot?

You pay per call. The price of each endpoint is shown before you run it, so your agent can check it first and pick the cheapest one that fits.

## Do I need a Firecrawl account to use it through looot?

You connect to looot, not to Firecrawl. looot makes the provider call for you and bills each call at the price shown before the run.

## How does my agent find the right Firecrawl endpoint?

It searches the looot catalog for the task, reads the endpoint's parameters and price, and then calls it. You do not have to read Firecrawl's docs first.

## What can I use with Firecrawl in looot?

Providers that often go with Firecrawl are Jina, Diffbot, Zyte API, Exa, Apify. All of them sit behind the same looot MCP connection.

## Used together with

- jina
- diffbot
- zyte-api
- exa
- apify

## Last reviewed

2026-10-02. Live prices are on the web page, read from the catalog.