Review Repo Hot: firecrawl/firecrawl - Supercharge your AI agents with data from the web and beyond. Building the library for sup
Executive Briefing
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“**The API to search, scrape, and interact with the web at scale. Firecrawl is the context API for AI agents. 🔥** Open so”
Key Takeaways
- 1.Review Repo Hot: firecrawl/firecrawl - Supercharge your AI agents with data from the web and beyond. Building the librar
- 2.System architecture and practical deployment considerations.
- 3.Performance evaluation and impact on the broader ecosystem.
**The API to search, scrape, and interact with the web at scale. Firecrawl is the context API for AI agents. 🔥** Open source and available as a hosted service.
*Pst. Hey, you, join our stargazers :)*
- **Industry-leading reliability**: Covers 96% of the web, including JS-heavy pages — no proxy headaches, just clean data (see benchmarks) - **Blazingly fast**: P95 latency of 3.4s across millions of pages, built for real-time agents and dynamic apps - **LLM-ready output**: Clean markdown, structured JSON, screenshots, and more — spend fewer tokens, build better AI apps - **We handle the hard stuff**: Rotating proxies, orchestration, rate limits, JS-blocked content, and more — zero configuration - **Agent ready**: Connect Firecrawl to any AI agent or MCP client with a single command - **Document parsing**: Turn PDFs, DOCX, and other documents into clean Markdown or structured JSON - **Actions**: Click, scroll, write, wait, and press before extracting content - **Open source**: Developed transparently and collaboratively — join our community
| Feature | Description | |---|---| | **Search** | Search the web and get full page content from results | | **Scrape** | Convert any URL to markdown, HTML, screenshots, or structured JSON | | **Interact** | Scrape a page, then interact with it using AI prompts or code |
| Feature | Description | |---|---| | **Parse** | Turn PDFs, DOCX, and other documents into clean Markdown or structured JSON | | **Agent** | Automated data gathering, just describe what you need | | **Crawl** | Scrape all URLs of a website with a single request | | **Map** | Discover all URLs on a website instantly | | **Batch Scrape** | Scrape thousands of URLs asynchronously | | **Monitor** | Get notified when content on a website changes |
Sign up at firecrawl.dev to get your API key. Try the playground to test it out.
Search the web and get full content from results.
``` from firecrawl import Firecrawl app = Firecrawl(api_key="fc-YOUR_API_KEY") search_result = app.search("firecrawl", limit=5) ``` ## **Node.js / cURL / CLI**
``` import { Firecrawl } from 'firecrawl'; const app = new Firecrawl({apiKey: "fc-YOUR_API_KEY"}); app.search("firecrawl", { limit: 5 }) ``` **cURL**
``` curl -X POST 'https://api.firecrawl.dev/v2/search' \ -H 'Authorization: Bearer fc-YOUR_API_KEY' \ -H 'Content-Type: application/json' \ -d '{ "query": "firecrawl", "limit": 5 }' ``` **CLI**
`firecrawl search "firecrawl" --limit 5` Output:
``` [ { "url": "https://firecrawl.dev", "title": "Firecrawl", "markdown": "Turn websites into..." }, { "url": "https://docs.firecrawl.dev", "title": "Firecrawl Docs", "markdown": "# Getting Started..." } ] ``` Get LLM-ready context from any website — markdown, JSON, screenshots, and more.
``` from firecrawl import Firecrawl app = Firecrawl(api_key="fc-YOUR_API_KEY") result = app.scrape('firecrawl.dev') ``` ## **Node.js / cURL / CLI**
``` import { Firecrawl } from 'firecrawl'; const app = new Firecrawl({ apiKey: "fc-YOUR_API_KEY" }); app.scrape('firecrawl.dev') ``` **cURL**
``` curl -X POST 'https://api.firecrawl.dev/v2/scrape' \ -H 'Authorization: Bearer fc-YOUR_API_KEY' \ -H 'Content-Type: application/json' \ -d '{ "url": "firecrawl.dev" }' ``` **CLI**
Attribution & Original Source
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