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ScrapeGraphAI

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ScrapeGraphAI extracts structured data from any website using AI, handling proxies, rendering, and adapting to site changes automatically.

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Sources

github.com

Verified against the ScrapeGraphAI/Scrapegraph-ai repository and the PyPI package.

ScrapeGraphAI is an intelligent, AI-powered scraping API designed for autonomous AI agents and developers. With 22k+ GitHub stars and 40M+ extracted webpages, ScrapeGraphAI turns any website into structured data using natural language.

Key Features:

  • Natural Language Extraction - Describe the data you want and let AI extract it automatically
  • Smart Endpoints - SmartScraper, SearchScraper, SmartCrawler, and AgenticScraper for any use case
  • Auto-Adaptation - Handles proxies, rendering, and website changes without manual maintenance
  • Markdown Conversion - Convert any webpage to clean markdown for LLM consumption
  • Agentic Scraping - AI agents that navigate, interact, and extract from complex multi-step workflows

Whether you're building data pipelines, powering AI models, or automating research, ScrapeGraphAI provides reliable extraction at scale.

Features:
AI ExtractionStructured ExtractionMarkdown OutputLLM-Ready OutputJavaScript RenderingWorkflow AutomationOpen Source

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