# Firecrawl Agent

> Autonomous web data extraction API driven by prompts without needing explicit URLs.

Firecrawl Agent is an API endpoint that searches, navigates, and scrapes websites autonomously based on a natural language prompt. Instead of manually providing target URLs or writing crawling logic, developers supply a prompt and a schema to get structured JSON back. It handles dynamic pages, pagination, and multi-source research tasks automatically.

Website: https://firecrawl.dev/agent

## What it is for

- Extract founder and executive information for lead generation
- Gather pricing and listing details across e-commerce catalogs
- Curate custom datasets from research papers, real estate, or directory sites
- Automate market research lookups across multiple public company profiles

## Features

- URL-optional scraping driven purely by natural language prompts
- Type-safe structured JSON output via Pydantic or Zod schemas
- Autonomous search and navigation across complex, dynamic JavaScript sites
- SDK and integration support across Python, Node.js, cURL, and CLI
- Configurable reasoning effort and credit limits via maxCredits

## Pricing

Freemium. 5 free daily runs; dynamic credit-based usage depending on query complexity

## Details

- Type: GitHub repo
- Category: [AI](https://xiry.app/topics/ai.md)
- Topic: [Web Scraping](https://xiry.app/topics/development/web-scraping.md)
- Open source: no
- Platforms: API, Code library, Command line, Web
- For: Developers and AI engineers building automated web data pipelines and agent workflows.
- Alternative to: Tavily, Apify, Browserbase
- Tags: web scraping, ai agent, data extraction, firecrawl, api, structured data

## Why it was saved

- [@ericciarla, 23 January 2025](https://x.com/ericciarla/status/1882471683560558870): Shows how to build an agentic crawl pipeline: Google search for a company, R1 filters URLs, /extract pulls structured data, R1 deduplicates and consolidates it into JSON.

## Compare

- [Alternatives to Apify](https://xiry.app/alternatives/apify.md)
- [Alternatives to Browserbase](https://xiry.app/alternatives/browserbase.md)
- [Alternatives to Tavily](https://xiry.app/alternatives/tavily.md)

## Related

- [Firecrawl](https://xiry.app/resources/firecrawl-1984): Turn websites and documents into clean, LLM-ready markdown or structured data. (Website, Freemium)
- [Parse](https://xiry.app/resources/parse): Turn any website into a structured REST API using natural language (Web app, Freemium)
- [Apify](https://xiry.app/resources/apify): Cloud platform and marketplace for web scraping, automation, and AI data extraction. (Web app, Freemium)
- [ScrapeGraphAI](https://xiry.app/resources/scrapegraphai): Open-source Python library and API for prompt-based web scraping using LLMs (GitHub repo, Freemium)
- [Chat4Data](https://xiry.app/resources/chat4data): AI Chrome extension for scraping web data using natural language chat prompts. (Browser extension, Freemium)
- [Cloud Scraping Browsers Comparison](https://xiry.app/resources/cloud-scraping-browsers-comparison): Feature and cost breakdown across cloud browser sandbox providers for scraping (Framework, Free)

Updated 10 October 2026. Page: https://xiry.app/resources/firecrawl-agent

Make your own library: Xiry takes your saved reels, tweets, Reddit bookmarks and Watch Later videos, makes them searchable and pulls the useful stuff out, like this library. It's invite-only for now; join the waitlist at https://xiry.app/#waitlist.