详细内容
Web Scraping API for Every Use Case
The only scraping API designed for autonomous AI agents. No proxies. No maintenance. Just reliable data extraction.
Get Your Free API KeyTurn any website into an API with just a few lines of code
LIMITED TIME OFFER!•
$1$20for your first month
Partners
API Endpoints
SmartScraper
• Extract specific data from a single webpage using natural language
• Perfect for product details, contact info, or any structured content
SearchScraper
• Search and analyze data across the entire web from a single prompt
• Ideal for market research, competitor analysis, or tracking brand mentions
SmartCrawler
• Crawl and analyze entire websites with intelligent depth control
• Essential for documentation analysis, site-wide data extraction, or competitor intelligence
Markdownify
• Convert any webpage to clean, well-formatted Markdown instantly
• Crucial for documentation, content migration, or preparing data for LLMs
AgenticScraper
• AI agent that autonomously navigates and interacts with websites to complete complex tasks
• Perfect for multi-step workflows, form filling, or extracting data behind interactions
Scrape
• Fetch code and return it in HTML format
• Simple scraping for basic HTML content extraction
Sitemap
• Extract and parse sitemap URLs from websites
• Perfect for site structure analysis, URL discovery, and SEO audits
PythonJavaScriptcURL
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()
API Output
{
"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
}
}
Use Cases
Built for Real-World Applications
From e-commerce monitoring to AI agent tools, ScrapeGraphAI powers data extraction for hundreds of businesses worldwide
Price Monitoring Bot
Track competitor prices on Amazon, eBay, and other e-commerce sites. Get alerts when prices drop or inventory changes.
Popular targets:
Amazon productseBay listingsShopify stores
Lead Generation Tool
Extract LinkedIn profiles, Twitter accounts, and contact information at scale without getting blocked.
Popular targets:
LinkedIn profilesTwitter usersCompany contacts
Market Research Dashboard
Aggregate reviews, ratings, and sentiment from multiple sites. Build comprehensive competitor analysis.
Popular targets:
Product reviewsApp ratingsCustomer sentiment
Real Estate Tracker
Monitor property listings on Zillow, Redfin, and local sites. Track price changes and new listings.
Popular targets:
Zillow listingsRedfin dataRental properties
News Aggregator
Collect articles from 100+ news sources. Extract headlines, content, and metadata automatically.
Popular targets:
News articlesBlog postsPress releases
AI Agent Tool
Provide agents with extremely fast web access. Perfect for RAG pipelines, autonomous research, and real-time data enrichment.
Popular targets:
RAG pipelinesAutonomous agentsReal-time data
Don't see your use case? Our AI adapts to any website structure.
Start Building Now View Examples
Features
AI-Powered Extraction
Extract structured data from any website using advanced AI models.
No Proxies Needed
Built-in proxy rotation and browser automation handles everything.
Simple API
Just provide a URL and describe what data you want to extract.
Multi-Language SDKs
Available for Python, JavaScript, and other major programming languages.
Smart Scraping
Handles dynamic content, JavaScript rendering, and complex page structures.
Fast & Reliable
Optimized for speed with 99.9% uptime and automatic retries.
AI Agent Tool
MCP Server for Lightning-Fast Web Access
Provide agents with extremely fast web access. Perfect for RAG pipelines, autonomous research, and real-time data enrichment.
Popular Use Cases
RAG Pipelines
Enhance your retrieval-augmented generation with real-time web data
Autonomous Agents
Empower agents with instant web access for independent research
Real-time Data
Access live information for dynamic data enrichment and updates
New Integration
Ready to supercharge your AI agents?
Integrate our MCP Server to give your AI agents instant access to web data. Compatible with Claude, OpenAI, and other major AI platforms.
View on GitHub Read Documentation
Compatible with Model Context Protocol (MCP) v1.0
Statistics
40M+
Extracted Webpages
1M+
Unique Users
LIMITED TIME OFFER!•
$1$20for your first month
Pricing
YearlySave 15%Monthly
💡 Yearly plans: Billed upfront with 15% savings - All credits provided immediately for the full year
25
pages/year
Free
$0/ month
Perfect for trying out ScrapeGraphAI.
- 50 credits
- 10 requests/minute rate limit
- Community support
Start Free
30,000
pages/year
Starter
$17/ month
Great for individuals and small projects.
- 60,000 credits per year
- 30 requests/minute rate limit
- 1 API key
- 1 cron job
- Email support
Get Started
240,000
pages/year
Growth Most Popular
$85/ month
Ideal for growing businesses.
- 480,000 credits per year
- 60 requests/minute rate limit
- 3 API keys
- 5 cron jobs
- Priority support
Get Started
1,500,000
pages/year
Pro
$425/ month
For demanding scraping needs.
- 3,000,000 credits per year
- 200 requests/minute rate limit
- 6 API keys
- 25 cron jobs
- High speed scraping
- Dedicated support
Get Started
Custom
Enterprise
Custom
Tailored solutions for large organizations.
- Personalized credits
- Custom rate limit
- Custom API keys
- Unlimited cron jobs
- Dedicated infrastructure
- High speed scraping
- Dedicated support
Contact Sales
| Endpoint | Description | Credits per Page | Best For |
|---|---|---|---|
| SmartScraper | AI-powered structured data extraction from single pages with infinite scrolling support | 10 | Product details, contact info, structured content, dynamic feeds |
| SearchScraper | Search and scrape results from search engines | 30 | Market research, competitor analysis, brand monitoring |
| SmartCrawler | Crawl and analyze entire websites with depth control | 10 AI or 2 base | Site-wide extraction, documentation analysis, competitor intelligence |
| Markdownify | Convert any webpage to clean Markdown document | 2 | Documentation, content migration, LLM preparation |
| AgenticScraper | AI agent that navigates and interacts with websites | 15 + 10/step | Multi-step workflows, form filling, data behind interactions |
| Scrape | Fetch code and return it in HTML format | 2 | Code extraction, HTML retrieval, simple scraping |
| Sitemap | Extract and parse sitemap URLs from websites | 1 | Site structure analysis, URL discovery, SEO audits |
What's Included in Each API Call:
- ✓HTTP requests, JavaScript rendering, stealth mode and dynamic content handling
- ✓Proxy rotation, IP management, and anti-bot bypass
- ✓AI inference, natural language processing, and data structuring
- ✓Output formatting in JSON, CSV, or Markdown
- ✓Optional output schema for structured, validated data extraction
Model Context Protocol
Connect AI agents to ScrapeGraphAI with MCP
Use ScrapeGraphAI directly from Claude Desktop, Cursor, or any MCP-compatible AI assistant. Extract web data with simple natural language commands.
Native Integration
Works seamlessly with Claude Desktop and other MCP clients
Natural Language
Just ask your AI to scrape data - no coding required
Open Source
Community-driven development on GitHub
View on GitHub Read Documentation
Feature Comparison
See how ScrapeGraphAI compares to other web scraping tools
| 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 |
Testimonials
What our users say
Jason Touleyrou
"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."
Mehandi Islam
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
Soham Kshirsagar
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
Kuldeep Singh Sidhu
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
Thomas Janssen
"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!"
Nagesh Mustapure
"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."
Jason Touleyrou
"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."
Mehandi Islam
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
Soham Kshirsagar
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
Kuldeep Singh Sidhu
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
Thomas Janssen
"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!"
Nagesh Mustapure
"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."
Jason Touleyrou
"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."
Mehandi Islam
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
Soham Kshirsagar
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
Kuldeep Singh Sidhu
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
Thomas Janssen
"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!"
Nagesh Mustapure
"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."
Jason Touleyrou
"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."
Mehandi Islam
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
Soham Kshirsagar
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
Kuldeep Singh Sidhu
"Are you tired of writing scripts to scrape data from the web? 😓 ScrapeGraphAI is here for you! 🎉 It's an absolute game-changer."
Thomas Janssen
"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!"
Nagesh Mustapure
"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."
Integrations
Seamlessly connect with your favorite Tools
ScrapeGraphAI integrates with popular automation platforms, AI frameworks, and development tools to supercharge your workflows
Team
Marco Vinciguerra
Founder & Software Engineer
Visit Marco Vinciguerra's LinkedIn profile
Lorenzo Padoan
Founder & CEO
Visit Lorenzo Padoan's LinkedIn profile
Mohammad Ehsan Ansari
Founding Engineer
Visit Mohammad Ehsan Ansari's LinkedIn profile
Vikrant Khedkar
Founding Engineer
Visit Vikrant Khedkar's LinkedIn profile
Give your AI Agent superpowers with lightning-fast web data!