Quickstart

Welcome to Firecrawl

Firecrawl is an API service that takes a URL, crawls it, and converts it into clean markdown. We crawl all accessible subpages and give you clean markdown for each. No sitemap required.

How to use it?

We provide an easy to use API with our hosted version. You can find the playground and documentation here. You can also self host the backend if you’d like. Check out the following resources to get started:

API: Documentation
SDKs: Python, Node
LLM Frameworks: Langchain (python), Langchain (js), Llama Index, Crew.ai, Composio, PraisonAI, Superinterface, Vectorize
Low-code Frameworks: Dify, Langflow, Flowise AI, Cargo, Pipedream
Community SDKs: Go, Rust (v1)
Others: Zapier, Pabbly Connect
Want an SDK or Integration? Let us know by opening an issue.

Self-host: To self-host refer to guide here.

API Key

To use the API, you need to sign up on Firecrawl and get an API key.

Features

Scrape: scrapes a URL and get its content in LLM-ready format (markdown, summary, structured data via json mode, screenshot, html)
Crawl: scrapes all the URLs of a web page and return content in LLM-ready format
Map: input a website and get all the website urls - extremely fast
Search: search the web and get full content from results
Extract: get structured data from single page, multiple pages or entire websites with AI.

Powerful Capabilities

LLM-ready formats: markdown, summary, structured data, screenshot, HTML, links, metadata
The hard stuff: proxies, anti-bot mechanisms, dynamic content (js-rendered), output parsing, orchestration
Lightning fast: Get results in seconds—built for speed and high-throughput use cases.
Customizability: exclude tags, crawl behind auth walls with custom headers, max crawl depth, etc…
Media parsing: pdfs, docx, images.
Reliability first: designed to get the data you need - no matter how hard it is.
Actions: click, scroll, input, wait and more before extracting data

You can find all of Firecrawl’s capabilities and how to use them in our documentation

Installing Firecrawl

# pip install firecrawl-py

from firecrawl import Firecrawl

firecrawl = Firecrawl(api_key="fc-YOUR-API-KEY")

Scraping

To scrape a single URL, use the scrape method. It takes the URL as a parameter and returns the scraped data as a dictionary.

from firecrawl import Firecrawl

firecrawl = Firecrawl(api_key="fc-YOUR-API-KEY")

# Scrape a website:
doc = firecrawl.scrape("https://firecrawl.dev", formats=["markdown", "html"])
print(doc)

Response

SDKs will return the data object directly. cURL will return the payload exactly as shown below.

{
  "success": true,
  "data" : {
    "markdown": "Launch Week I is here! [See our Day 2 Release 🚀](https://www.firecrawl.dev/blog/launch-week-i-day-2-doubled-rate-limits)[💥 Get 2 months free...",
    "html": "<!DOCTYPE html><html lang=\"en\" class=\"light\" style=\"color-scheme: light;\"><body class=\"__variable_36bd41 __variable_d7dc5d font-inter ...",
    "metadata": {
      "title": "Home - Firecrawl",
      "description": "Firecrawl crawls and converts any website into clean markdown.",
      "language": "en",
      "keywords": "Firecrawl,Markdown,Data,Mendable,Langchain",
      "robots": "follow, index",
      "ogTitle": "Firecrawl",
      "ogDescription": "Turn any website into LLM-ready data.",
      "ogUrl": "https://www.firecrawl.dev/",
      "ogImage": "https://www.firecrawl.dev/og.png?123",
      "ogLocaleAlternate": [],
      "ogSiteName": "Firecrawl",
      "sourceURL": "https://firecrawl.dev",
      "statusCode": 200
    }
  }
}

Crawling

The crawl feature allows you to automatically discover and extract content from a URL and all of its accessible subpages. With our SDKs, simply call the crawl method—this will submit a crawl job, wait for it to finish, and return the complete results for the entire site.

Usage

from firecrawl import Firecrawl

firecrawl = Firecrawl(api_key="fc-YOUR-API-KEY")

docs = firecrawl.crawl(url="https://docs.firecrawl.dev", limit=10)
print(docs)

If you’re using our API directly, cURL or start crawl functions on SDKs, this will return an ID where you can use to check the status of the crawl.

{
  "success": true,
  "id": "123-456-789",
  "url": "https://api.firecrawl.dev/v2/crawl/123-456-789"
}

Get Crawl Status

Used to check the status of a crawl job and get its result.

status = firecrawl.get_crawl_status("<crawl-id>")
print(status)

Response

The response will be different depending on the status of the crawl. For not completed or large responses exceeding 10MB, a next URL parameter is provided. You must request this URL to retrieve the next 10MB of data. If the next parameter is absent, it indicates the end of the crawl data.

{
  "status": "scraping",
  "total": 36,
  "completed": 10,
  "creditsUsed": 10,
  "expiresAt": "2024-00-00T00:00:00.000Z",
  "next": "https://api.firecrawl.dev/v2/crawl/123-456-789?skip=10",
  "data": [
    {
      "markdown": "[Firecrawl Docs home page![light logo](https://mintlify.s3-us-west-1.amazonaws.com/firecrawl/logo/light.svg)!...",
      "html": "<!DOCTYPE html><html lang=\"en\" class=\"js-focus-visible lg:[--scroll-mt:9.5rem]\" data-js-focus-visible=\"\">...",
      "metadata": {
        "title": "Build a 'Chat with website' using Groq Llama 3 | Firecrawl",
        "language": "en",
        "sourceURL": "https://docs.firecrawl.dev/learn/rag-llama3",
        "description": "Learn how to use Firecrawl, Groq Llama 3, and Langchain to build a 'Chat with your website' bot.",
        "ogLocaleAlternate": [],
        "statusCode": 200
      }
    },
    ...
  ]
}

JSON mode

With JSON mode, you can easily extract structured data from any URL. We support pydantic schemas to make it easier for you too. Here is how you to use it:

from firecrawl import Firecrawl
from pydantic import BaseModel
app = Firecrawl(api_key="fc-YOUR-API-KEY")

class JsonSchema(BaseModel):
    company_mission: str
    supports_sso: bool
    is_open_source: bool
    is_in_yc: bool

result = app.scrape(
    'https://firecrawl.dev',
    formats=[{
      "type": "json",
      "schema": JsonSchema
    }],
    only_main_content=False,
    timeout=120000
)

print(result)

Output:

JSON

{
    "success": true,
    "data": {
      "json": {
        "company_mission": "AI-powered web scraping and data extraction",
        "supports_sso": true,
        "is_open_source": true,
        "is_in_yc": true
      },
      "metadata": {
        "title": "Firecrawl",
        "description": "AI-powered web scraping and data extraction",
        "robots": "follow, index",
        "ogTitle": "Firecrawl",
        "ogDescription": "AI-powered web scraping and data extraction",
        "ogUrl": "https://firecrawl.dev/",
        "ogImage": "https://firecrawl.dev/og.png",
        "ogLocaleAlternate": [],
        "ogSiteName": "Firecrawl",
        "sourceURL": "https://firecrawl.dev/"
      },
    }
}

Search

Firecrawl’s search API allows you to perform web searches and optionally scrape the search results in one operation.

Choose specific output formats (markdown, HTML, links, screenshots)
Choose specific sources (web, news, images)
Search the web with customizable parameters (location, etc.)

For details, see the Search Endpoint API Reference.

from firecrawl import Firecrawl

firecrawl = Firecrawl(api_key="fc-YOUR-API-KEY")

results = firecrawl.search(
    query="firecrawl",
    limit=3,
)
print(results)

Response

SDKs will return the data object directly. cURL will return the complete payload.

JSON

{
  "success": true,
  "data": {
    "web": [
      {
        "url": "https://www.firecrawl.dev/",
        "title": "Firecrawl - The Web Data API for AI",
        "description": "The web crawling, scraping, and search API for AI. Built for scale. Firecrawl delivers the entire internet to AI agents and builders.",
        "position": 1
      },
      {
        "url": "https://github.com/mendableai/firecrawl",
        "title": "mendableai/firecrawl: Turn entire websites into LLM-ready ... - GitHub",
        "description": "Firecrawl is an API service that takes a URL, crawls it, and converts it into clean markdown or structured data.",
        "position": 2
      },
      ...
    ],
    "images": [
      {
        "title": "Quickstart | Firecrawl",
        "imageUrl": "https://mintlify.s3.us-west-1.amazonaws.com/firecrawl/logo/logo.png",
        "imageWidth": 5814,
        "imageHeight": 1200,
        "url": "https://docs.firecrawl.dev/",
        "position": 1
      },
      ...
    ],
    "news": [
      {
        "title": "Y Combinator startup Firecrawl is ready to pay $1M to hire three AI agents as employees",
        "url": "https://techcrunch.com/2025/05/17/y-combinator-startup-firecrawl-is-ready-to-pay-1m-to-hire-three-ai-agents-as-employees/",
        "snippet": "It's now placed three new ads on YC's job board for “AI agents only” and has set aside a $1 million budget total to make it happen.",
        "date": "3 months ago",
        "position": 1
      },
      ...
    ]
  }
}

Extracting without schema

You can now extract without a schema by just passing a prompt to the endpoint. The llm chooses the structure of the data.

from firecrawl import Firecrawl

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

result = app.scrape(
    'https://firecrawl.dev',
    formats=[{
      "type": "json",
      "prompt": "Extract the company mission from the page."
    }],
    only_main_content=False,
    timeout=120000
)

print(result)

Output:

JSON

{
    "success": true,
    "data": {
      "json": {
        "company_mission": "AI-powered web scraping and data extraction",
      },
      "metadata": {
        "title": "Firecrawl",
        "description": "AI-powered web scraping and data extraction",
        "robots": "follow, index",
        "ogTitle": "Firecrawl",
        "ogDescription": "AI-powered web scraping and data extraction",
        "ogUrl": "https://firecrawl.dev/",
        "ogImage": "https://firecrawl.dev/og.png",
        "ogLocaleAlternate": [],
        "ogSiteName": "Firecrawl",
        "sourceURL": "https://firecrawl.dev/"
      },
    }
}

Interacting with the page with Actions

Firecrawl allows you to perform various actions on a web page before scraping its content. This is particularly useful for interacting with dynamic content, navigating through pages, or accessing content that requires user interaction. Here is an example of how to use actions to navigate to google.com, search for Firecrawl, click on the first result, and take a screenshot. It is important to almost always use the wait action before/after executing other actions to give enough time for the page to load.

Example

from firecrawl import Firecrawl

firecrawl = Firecrawl(api_key="fc-YOUR-API-KEY")

doc = firecrawl.scrape('https://example.com/login', {
  formats=['markdown'],
  actions=[
    { type: 'write', text: 'john@example.com' },
    { type: 'press', key: 'Tab' },
    { type: 'write', text: 'secret' },
    { type: 'click', selector: 'button[type="submit"]' },
    { type: 'wait', milliseconds: 1500 },
    { type: 'screenshot', fullPage: true },
  ],
});

print(doc.markdown, doc.screenshot);

Output

{
  "success": true,
  "data": {
    "markdown": "Our first Launch Week is over! [See the recap 🚀](blog/firecrawl-launch-week-1-recap)...",
    "actions": {
      "screenshots": [
        "https://alttmdsdujxrfnakrkyi.supabase.co/storage/v1/object/public/media/screenshot-75ef2d87-31e0-4349-a478-fb432a29e241.png"
      ],
      "scrapes": [
        {
          "url": "https://www.firecrawl.dev/",
          "html": "<html><body><h1>Firecrawl</h1></body></html>"
        }
      ]
    },
    "metadata": {
      "title": "Home - Firecrawl",
      "description": "Firecrawl crawls and converts any website into clean markdown.",
      "language": "en",
      "keywords": "Firecrawl,Markdown,Data,Mendable,Langchain",
      "robots": "follow, index",
      "ogTitle": "Firecrawl",
      "ogDescription": "Turn any website into LLM-ready data.",
      "ogUrl": "https://www.firecrawl.dev/",
      "ogImage": "https://www.firecrawl.dev/og.png?123",
      "ogLocaleAlternate": [],
      "ogSiteName": "Firecrawl",
      "sourceURL": "http://google.com",
      "statusCode": 200
    }
  }
}

Open Source vs Cloud

Firecrawl is open source available under the AGPL-3.0 license. To deliver the best possible product, we offer a hosted version of Firecrawl alongside our open-source offering. The cloud solution allows us to continuously innovate and maintain a high-quality, sustainable service for all users. Firecrawl Cloud is available at firecrawl.dev and offers a range of features that are not available in the open source version:

Contributing

We love contributions! Please read our contributing guide before submitting a pull request.

Get Started

Standard Features

Agentic Features

Use Cases

Contributing

Welcome to Firecrawl

How to use it?

API Key

Features

Powerful Capabilities

Installing Firecrawl

Scraping

Response

Crawling

Usage

Get Crawl Status

Response

JSON mode

Search

Response

Extracting without schema

Interacting with the page with Actions

Example

Output

Open Source vs Cloud

Contributing

Get Started

Standard Features

Agentic Features

Use Cases

Contributing

​Welcome to Firecrawl

​How to use it?

​API Key

​Features

​Powerful Capabilities

​Installing Firecrawl

​Scraping

​Response

​Crawling

​Usage

​Get Crawl Status

​Response

​JSON mode

​Search

​Response

​Extracting without schema

​Interacting with the page with Actions

​Example

​Output

​Open Source vs Cloud

​Contributing

Welcome to Firecrawl

How to use it?

API Key

Features

Powerful Capabilities

Installing Firecrawl

Scraping

Response

Crawling

Usage

Get Crawl Status

Response

JSON mode

Search

Response

Extracting without schema

Interacting with the page with Actions

Example

Output

Open Source vs Cloud

Contributing