Crawl and convert any website into LLM-ready markdown or structured data. Built by Mendable.ai and the Firecrawl community. Includes powerful scraping, crawling and data extraction capabilities.
This repository is in its early development stages. We are still merging custom modules in the mono repo. It's not completely yet ready for full self-host deployment, but you can already run it locally.
Firecrawl is an API service that takes a URL, crawls it, and converts it into clean markdown or structured data. We crawl all accessible subpages and give you clean data for each. No sitemap required. Check out our documentation.
Pst. hey, you, join our stargazers :)
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.
- API
- Python SDK
- Node SDK
- Langchain Integration 🦜🔗
- Langchain JS Integration 🦜🔗
- Llama Index Integration 🦙
- Dify Integration
- Langflow Integration
- Crew.ai Integration
- Flowise AI Integration
- PraisonAI Integration
- Zapier Integration
- Want an SDK or Integration? Let us know by opening an issue.
To run locally, refer to guide here.
To use the API, you need to sign up on Firecrawl and get an API key.
Used to crawl a URL and all accessible subpages. This submits a crawl job and returns a job ID to check the status of the crawl.
curl -X POST https://api.firecrawl.dev/v1/crawl \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer fc-YOUR_API_KEY' \
-d '{ "url": "https://docs.firecrawl.dev", "limit": 100, "scrapeOptions": { "formats": ["markdown", "html"] } }'Returns a crawl job id and the url to check the status of the crawl.
{
"success": true,
"id": "123-456-789",
"url": "https://api.firecrawl.dev/v1/crawl/123-456-789"
}Used to check the status of a crawl job and get its result.
curl -X GET https://api.firecrawl.dev/v1/crawl/123-456-789 \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY'{
"status": "completed",
"total": 36,
"creditsUsed": 36,
"expiresAt": "2024-00-00T00:00:00.000Z",
"data": [
{
"markdown": "[Firecrawl Docs home page!...",
"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
}
}
]
}Used to scrape a URL and get its content in the specified formats.
curl -X POST https://api.firecrawl.dev/v1/scrape \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "url": "https://docs.firecrawl.dev", "formats" : ["markdown", "html"] }'Response:
{
"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
}
}
}Used to map a URL and get urls of the website. This returns most links present on the website.
curl -X POST https://api.firecrawl.dev/v1/map \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "url": "https://firecrawl.dev" }'Response:
{
"status": "success",
"links": [
"https://firecrawl.dev",
"https://www.firecrawl.dev/pricing",
"https://www.firecrawl.dev/blog",
"https://www.firecrawl.dev/playground",
"https://www.firecrawl.dev/smart-crawl",
]
}Map with search param allows you to search for specific urls inside a website.
curl -X POST https://api.firecrawl.dev/v1/map \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "url": "https://firecrawl.dev", "search": "docs" }'Response will be an ordered list from the most relevant to the least relevant.
{
"status": "success",
"links": [
"https://docs.firecrawl.dev",
"https://docs.firecrawl.dev/sdks/python",
"https://docs.firecrawl.dev/learn/rag-llama3",
]
}Used to extract structured data from scraped pages.
curl -X POST https://api.firecrawl.dev/v1/scrape \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "url": "https://www.mendable.ai/", "formats": ["extract"], "extract": { "schema": { "type": "object", "properties": { "company_mission": { "type": "string" }, "supports_sso": { "type": "boolean" }, "is_open_source": { "type": "boolean" }, "is_in_yc": { "type": "boolean" } }, "required": [ "company_mission", "supports_sso", "is_open_source", "is_in_yc" ] } } }'{
"success": true,
"data": {
"content": "Raw Content",
"metadata": {
"title": "Mendable",
"description": "Mendable allows you to easily build AI chat applications. Ingest, customize, then deploy with one line of code anywhere you want. Brought to you by SideGuide",
"robots": "follow, index",
"ogTitle": "Mendable",
"ogDescription": "Mendable allows you to easily build AI chat applications. Ingest, customize, then deploy with one line of code anywhere you want. Brought to you by SideGuide",
"ogUrl": "https://mendable.ai/",
"ogImage": "https://mendable.ai/mendable_new_og1.png",
"ogLocaleAlternate": [],
"ogSiteName": "Mendable",
"sourceURL": "https://mendable.ai/"
},
"llm_extraction": {
"company_mission": "Train a secure AI on your technical resources that answers customer and employee questions so your team doesn't have to",
"supports_sso": true,
"is_open_source": false,
"is_in_yc": true
}
}
}You can now extract without a schema by just passing a prompt to the endpoint. The llm chooses the structure of the data.
curl -X POST https://api.firecrawl.dev/v1/scrape \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "url": "https://docs.firecrawl.dev/", "formats": ["extract"], "extract": { "prompt": "Extract the company mission from the page." } }'Used to search the web, get the most relevant results, scrape each page and return the markdown.
curl -X POST https://api.firecrawl.dev/v0/search \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{ "query": "firecrawl", "pageOptions": { "fetchPageContent": true // false for a fast serp api } }'{
"success": true,
"data": [
{
"url": "https://mendable.ai",
"markdown": "# Markdown Content",
"provider": "web-scraper",
"metadata": {
"title": "Mendable | AI for CX and Sales",
"description": "AI for CX and Sales",
"language": null,
"sourceURL": "https://www.mendable.ai/"
}
}
]
}pip install firecrawl-pyfromfirecrawl.firecrawlimportFirecrawlAppapp=FirecrawlApp(api_key="fc-YOUR_API_KEY")
# Scrape a website:scrape_status=app.scrape_url(
'https://firecrawl.dev', params={'formats': ['markdown', 'html']}
)
print(scrape_status)
# Crawl a website:crawl_status=app.crawl_url(
'https://firecrawl.dev', params={
'limit': 100, 'scrapeOptions': {'formats': ['markdown', 'html']}
}, wait_until_done=True, poll_interval=30
)
print(crawl_status)With LLM extraction, 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:
fromfirecrawl.firecrawlimportFirecrawlAppapp=FirecrawlApp(api_key="fc-YOUR_API_KEY")
classArticleSchema(BaseModel):
title: strpoints: intby: strcommentsURL: strclassTopArticlesSchema(BaseModel):
top: List[ArticleSchema] =Field(..., max_items=5, description="Top 5 stories")
data=app.scrape_url('https://news.ycombinator.com', {
'formats': ['extract'],
'extract': {
'schema': TopArticlesSchema.model_json_schema()
}
})
print(data["extract"])To install the Firecrawl Node SDK, you can use npm:
npm install @mendable/firecrawl-js- Get an API key from firecrawl.dev
- Set the API key as an environment variable named
FIRECRAWL_API_KEYor pass it as a parameter to theFirecrawlAppclass.
importFirecrawlApp,{CrawlParams,CrawlStatusResponse}from'@mendable/firecrawl-js';constapp=newFirecrawlApp({apiKey: "fc-YOUR_API_KEY"});// Scrape a websiteconstscrapeResponse=awaitapp.scrapeUrl('https://firecrawl.dev',{formats: ['markdown','html'],});if(scrapeResponse){console.log(scrapeResponse)}// Crawl a websiteconstcrawlResponse=awaitapp.crawlUrl('https://firecrawl.dev',{limit: 100,scrapeOptions: {formats: ['markdown','html'],}}asCrawlParams,true,30)asCrawlStatusResponse;if(crawlResponse){console.log(crawlResponse)}With LLM extraction, you can easily extract structured data from any URL. We support zod schema to make it easier for you too. Here is how you to use it:
importFirecrawlAppfrom"@mendable/firecrawl-js";import{z}from"zod";constapp=newFirecrawlApp({apiKey: "fc-YOUR_API_KEY"});// Define schema to extract contents intoconstschema=z.object({top: z.array(z.object({title: z.string(),points: z.number(),by: z.string(),commentsURL: z.string(),})).length(5).describe("Top 5 stories on Hacker News"),});constscrapeResult=awaitapp.scrapeUrl("https://news.ycombinator.com",{extractorOptions: {extractionSchema: schema},});console.log(scrapeResult.data["llm_extraction"]);We love contributions! Please read our contributing guide before submitting a pull request.
It is the sole responsibility of the end users to respect websites' policies when scraping, searching and crawling with Firecrawl. Users are advised to adhere to the applicable privacy policies and terms of use of the websites prior to initiating any scraping activities. By default, Firecrawl respects the directives specified in the websites' robots.txt files when crawling. By utilizing Firecrawl, you expressly agree to comply with these conditions.
This project is primarily licensed under the GNU Affero General Public License v3.0 (AGPL-3.0), as specified in the LICENSE file in the root directory of this repository. However, certain components of this project are licensed under the MIT License. Refer to the LICENSE files in these specific directories for details.
Please note:
- The AGPL-3.0 license applies to all parts of the project unless otherwise specified.
- The SDKs and some UI components are licensed under the MIT License. Refer to the LICENSE files in these specific directories for details.
- When using or contributing to this project, ensure you comply with the appropriate license terms for the specific component you are working with.
For more details on the licensing of specific components, please refer to the LICENSE files in the respective directories or contact the project maintainers.