The only scraping API designed for autonomous AI agents. No proxies. No maintenance. Just reliable data extraction.
Turn any website into an API with just a few lines of code
from scrapegraph_py import Client
from scrapegraph_py.logger import sgai_logger
sgai_logger.set_logging(level="INFO")
# Initialize the client with your API key
client = Client(api_key="your-scrapegraph-api-key")
# Extract product information from an e-commerce page
response = client.smartscraper(
website_url="https://example-shop.com/product",
user_prompt="Extract the product name, price, description, availability, and customer ratings"
)
response_with_schema = client.smartscraper(
website_url="https://example-shop.com/product",
user_prompt="Extract product details",
output_schema=schema
)
client.close()from scrapegraph_py import Client
from scrapegraph_py.logger import sgai_logger
sgai_logger.set_logging(level="INFO")
# Initialize the client with your API key
client = Client(api_key="your-scrapegraph-api-key")
# Extract product information from an e-commerce page
response = client.smartscraper(
website_url="https://example-shop.com/product",
user_prompt="Extract the product name, price, description, availability, and customer ratings"
)
response_with_schema = client.smartscraper(
website_url="https://example-shop.com/product",
user_prompt="Extract product details",
output_schema=schema
)
client.close(){
"request_id": "12345-67890-abcdef",
"result": {
"product_name": "Wireless Bluetooth Headphones",
"price": 89.99,
"in_stock": true,
"rating": 4.5,
"description": "Premium noise-cancelling headphones with 30-hour battery life",
"customer_reviews": [
{
"rating": 5,
"comment": "Excellent sound quality and comfortable fit"
},
{
"rating": 4,
"comment": "Great value for money, minor connectivity issues"
}
]
},
"metadata": {
"execution_time": 2.3,
"tokens_used": 1250
}
}{
"request_id": "12345-67890-abcdef",
"result": {
"product_name": "Wireless Bluetooth Headphones",
"price": 89.99,
"in_stock": true,
"rating": 4.5,
"description": "Premium noise-cancelling headphones with 30-hour battery life",
"customer_reviews": [
{
"rating": 5,
"comment": "Excellent sound quality and comfortable fit"
},
{
"rating": 4,
"comment": "Great value for money, minor connectivity issues"
}
]
},
"metadata": {
"execution_time": 2.3,
"tokens_used": 1250
}
}From e-commerce monitoring to AI agent tools, ScrapeGraphAI powers data extraction for hundreds of businesses worldwide
Track competitor prices on Amazon, eBay, and other e-commerce sites. Get alerts when prices drop or inventory changes.
Extract LinkedIn profiles, Twitter accounts, and contact information at scale without getting blocked.
Aggregate reviews, ratings, and sentiment from multiple sites. Build comprehensive competitor analysis.
Monitor property listings on Zillow, Redfin, and local sites. Track price changes and new listings.
Connect AI assistants directly to the web via Model Context Protocol. Enable Claude, Cursor, and other AI tools to scrape data in real-time.
Provide agents with extremely fast web access. Perfect for RAG pipelines, autonomous research, and real-time data enrichment.
Extract structured data from any website using advanced AI models.
Built-in proxy rotation and browser automation handles everything.
Just provide a URL and describe what data you want to extract.
Available for Python, JavaScript, and other major programming languages.
Handles dynamic content, JavaScript rendering, and complex page structures.
Optimized for speed with 99.9% uptime and automatic retries.
💡 Yearly plans: Billed upfront with 15% savings - All credits provided immediately for the full year
Perfect for trying out ScrapeGraphAI.
Great for individuals and small projects.
Ideal for growing businesses.
For demanding scraping needs.
Tailored solutions for large organizations.
| Endpoint | Description | Credits per Page |
|---|---|---|
| SmartScraper | AI-powered structured data extraction from single pages with infinite scrolling support | 10 |
| SearchScraper | Search and scrape results from search engines | 30 |
| SmartCrawler | Crawl and analyze entire websites with depth control | 10 AI or 2 base |
| Markdownify | Convert any webpage to clean Markdown document | 2 |
| AgenticScraper | AI agent that navigates and interacts with websites | 15 + 10/step |
| Scrape | Fetch code and return it in HTML format | 2 |
| Sitemap | Extract and parse sitemap URLs from websites | 1 |
Use ScrapeGraphAI directly from Claude Desktop, Cursor, or any MCP-compatible AI assistant. Extract web data with simple natural language commands.
Works seamlessly with Claude Desktop and other MCP clients
Just ask your AI to scrape data - no coding required
Community-driven development on GitHub
Provide agents with extremely fast web access. Perfect for RAG pipelines, autonomous research, and real-time data enrichment.
Enhance your retrieval-augmented generation with real-time web data
Empower agents with instant web access for independent research
Access live information for dynamic data enrichment and updates
| Feature | ScrapeGraphAI | Scrapy | BeautifulSoup | Selenium |
|---|---|---|---|---|
| AI-Powered Extraction | ||||
| Zero Maintenance | ||||
| Automatic Proxy Management | ||||
| JavaScript Rendering | ||||
| Auto-Adapts to Changes | ||||
| Built-in Rate Limiting | ||||
| Cloud-Ready API | ||||
| AI-Agent Ready | ||||
| Enterprise Support |
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
ScrapeGraphAI integrates with popular automation platforms, AI frameworks, and development tools to supercharge your workflows
Give your AI Agent superpowers with lightning-fast web data!
