Introducing Agent

Describe what data you want to extract

and /agent handles the rest.

How It Works

From prompt to data

Whether you need one data point or entire datasets at scale. Firecrawl Agent just works.

Agent searching

Structured output

JSON

RESULT

{
  "name": "Firecrawl",
  "founders": ["Eric C.", "Nicolas C.", "Caleb P."],
  "category": "Developer Tools",
  "website": "https://firecrawl.dev"
}

247 records extracted

Use Cases

Built for any task

From lead generation to dataset curation, Agent finds data in hard to reach places.

• Lead Gen: “Get all YC W24 companies with founders”
• E-commerce: “Get all Nike Air Jordan listings with prices”
• Market Data: “Get market cap for top 50 tech stocks”
• Datasets: “Build a dataset of all AI papers from arXiv”
• Real Estate: “Get 3BR apartments in SF under $4k”
• Research: “Extract all Michelin star restaurants in NYC”

Start using /agent today

Agent is available in the API, SDKs and MCPs for easy integration.

Python

from firecrawl import FirecrawlApp
from pydantic import BaseModel
from typing import List, Optional

app = FirecrawlApp(api_key ="fc-YOUR-API-KEY")

class Company(BaseModel):
    name: str
    founders: List[str]
    funding: Optional[str] = None
    website: str

class ExtractSchema(BaseModel):
    companies: List[Company]

result = app.agent(
    prompt ="Get all YC W24 companies",
    schema =ExtractSchema
)

JavaScript

import Firecrawl from '@mendable/firecrawl-js';
import { z } from 'zod';

const firecrawl = new Firecrawl({
  apiKey: 'fc-YOUR-API-KEY'
});

const schema = z.object({
  companies: z.array(z.object({
    name: z.string(),
    founders: z.array(z.string()),
    funding: z.string().optional(),
    website: z.string()
  }))
});

const result = await firecrawl.agent({
  prompt: 'Get all YC W24 companies',
  schema: schema
});

cURL

curl -X POST 'https://api.firecrawl.dev/v2/agent' \
  -H 'Authorization: Bearer fc-YOUR-API-KEY' \
  -H 'Content-Type: application/json' \
  -d '{
    "prompt": "Get all YC W24 companies",
    "schema": {
      "type": "object",
      "properties": {
        "companies": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "name": { "type": "string" },
              "founders": { "type": "array" },
              "funding": { "type": "string" },
              "website": { "type": "string" }
            }
          }
        }
      }
    }
  }'

Agent Pricing

Dynamic pricing based on query's complexity

• 5 free runs daily
• Simple queries use fewer credits
• Complex queries use more credits

Get all YC W24 companies with founders

Frequently asked questions

Agent

• What is the AI Agent?
• How is Agent different from /extract?
• What types of data can I extract?

Pricing

• How many free runs do I get?
• How much does it cost?

Usage

• Do I need to provide URLs?
• What output formats are supported?
• How long does an extraction take?
• Can Agent handle complex websites?