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/agent by Firecrawl

/agent by Firecrawl

Gather structured data wherever it lives on the web

Website firecrawl.dev
Overview

What it is

Firecrawl is the easiest way to extract data from the web. Developers use us to reliably convert URLs into LLM-ready markdown or structured data with a single API call.

Intent

I need it when

Convert messy, dynamic websites into clean, LLM-ready structured data for RAG pipelines and AI applications

Firecrawl handles JavaScript rendering, smart content waiting, media parsing, and intelligent extraction to transform any webpage into clean markdown, JSON, or semantic text. This eliminates the need for custom post-processing and allows AI models to work with high-quality, structured data directly from web sources.

Integrate web data capabilities into AI workflows and agent frameworks with minimal setup and infrastructure overhead

Firecrawl offers official MCP server integration for Claude, Cursor, and other MCP-compatible tools, plus CLI tools and agent skills that handle authentication and setup automatically. Developers can connect web capabilities to their AI agents in minutes without managing proxies, rendering infrastructure, or complex orchestration.

Reduce development time and token costs for AI applications by providing pre-processed, high-quality web content

By delivering clean, structured data instead of raw HTML, Firecrawl reduces the amount of context AI models need to process, lowering token consumption and improving response quality. This allows developers to build more efficient AI applications without spending engineering effort on web scraping infrastructure.

Scale web data extraction from hundreds to millions of pages while maintaining reliability and performance

Firecrawl's tiered pricing plans (from 1,000 to 1,000,000+ credits/month) and Growth/Scale/Enterprise tiers support high-volume scraping with 50-150+ concurrent requests. The platform achieves P95 latency of 3.4 seconds and covers 96% of the web including JavaScript-heavy pages, enabling production-grade data pipelines at scale.

Enable AI agents to autonomously search, scrape, and interact with live web content to gather real-time information for decision-making

Firecrawl provides a unified API that allows AI agents to search the web with full-page content results, scrape any URL into clean markdown or structured JSON, and interact with pages through actions like clicking and form-filling. This gives agents the ability to access and act on live web data without manual intervention, enabling autonomous research and data gathering workflows.

Drop

Not a fit when

  • User needs real-time data from websites that require complex multi-step authentication beyond standard login flows
  • User requires guaranteed data retention and archival of scraped content for compliance purposes, as Firecrawl offers zero-data retention option only for Enterprise
  • User needs to scrape content from sites that actively block automated access and require sophisticated anti-bot evasion beyond Firecrawl's capabilities
  • User operates in a jurisdiction with strict data residency requirements and cannot use Firecrawl's cloud infrastructure
  • User needs pay-per-use pricing model instead of monthly credit subscriptions
Commercials

Pricing

USD0 - USD333 / monthly View pricing