ScrapeGraphAI
Python library that uses LLMs and graph logic to build scraping pipelines: describe the data you want and it extracts it from websites or documents.
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About ScrapeGraphAI
ScrapeGraphAI is listed in our browser/computer use category and is aimed at builders. Python library that uses LLMs and graph logic to build scraping pipelines: describe the data you want and it extracts it from websites or documents. Pricing, as the maker states it: Open source + cloud. Maturity: Mature. We last checked the official link on 2026-10-18.
What is ScrapeGraphAI?
ScrapeGraphAI is a Python web-scraping library that uses LLMs and graph logic to build scraping pipelines for websites and local documents such as XML, HTML, JSON and Markdown. You say what information you want and it extracts it.
It has Python and Node SDKs, an API, an MCP server, and integrations with LangChain, LlamaIndex, CrewAI, Agno and low-code tools such as Zapier, n8n and Dify. A hosted version is offered at ScrapeGraphAI.com.
Sources: the official README and our directory listing, checked 2026-10-18. Official site: scrapegraphai.com.
Who is ScrapeGraphAI for?
Developers who want to extract structured data from websites or documents by describing what they need, instead of writing selectors.
ScrapeGraphAI at a glance
- Open source: Yes (MIT License)
- GitHub: ScrapeGraphAI/Scrapegraph-ai · 32,072 stars (as of Oct 21, 2026)
Key features
- LLM-driven scraping pipelines
- Works on websites and local XML, HTML, JSON and Markdown
- Python and Node SDKs, API and MCP server
- Integrations with LangChain, LlamaIndex, CrewAI, n8n, Zapier and Dify
- Open source (MIT) with a hosted service
ScrapeGraphAI FAQ
What is ScrapeGraphAI?
ScrapeGraphAI is a Python web-scraping library that uses LLMs and graph logic to build scraping pipelines for websites and local documents such as XML, HTML, JSON and Markdown. You say what information you want and it extracts it.
Who is ScrapeGraphAI for?
Developers who want to extract structured data from websites or documents by describing what they need, instead of writing selectors.
Is ScrapeGraphAI free?
ScrapeGraphAI's pricing, as the maker states it: Open source + cloud. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.
Is ScrapeGraphAI open source?
Yes. ScrapeGraphAI is released under the MIT License, according to its GitHub repository.
What are alternatives to ScrapeGraphAI?
Similar tools include Browser Use, Unbrowse, TinyFish, Kadoa, Spider and Webcmd.
ScrapeGraphAI ratings and reviews
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