ScrapeGraphAI

Python library and API that uses LLMs to extract structured data from websites and local documents.

IndexedMIT★ 32,183

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pip install scrapegraphai

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About

ScrapeGraphAI is a Python web scraping library that uses LLMs and graph logic to build pipelines for websites and local files such as XML, HTML, JSON and Markdown. A SmartScraperGraph takes a prompt and a source URL and returns the extracted information. A hosted API with Python and Node SDKs is also offered.

Use cases: web-scraping

Reviews

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Fact sheet

Category: Scraping · llm extraction
Open source: Yesraw.githubusercontent.com
Compliance (vendor says): SOC 2scrapegraphai.com
Works with: langchain, llamaindex, crewai, agno, camel-airaw.githubusercontent.com
Protocols: mcpraw.githubusercontent.com

Plans

Free	$0	500 API credits one-time, 10 requests/min, 1 monitor, 1 concurrent crawl
Starter	$20/month	10,000 API credits per month, 100 requests/min, 5 monitors, 3 concurrent crawls
Growth	$100/month	100,000 API credits per month, 500 requests/min, 25 monitors, 15 concurrent crawls, basic proxy rotation
Pro	$500/month	750,000 API credits per month, 5,000 requests/min, 100 monitors, 50 concurrent crawls, advanced proxy rotation, priority support
Enterprise	Contact sales	custom billing, ad-hoc credits, custom rate limits, SLA guarantee

From the vendor's pricing page, read Oct 24, 2026.

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Signals

Stars: 32,183
Forks: 3,297
Open issues: 9
Last commit: Oct 6, 2026 (24 days ago)
Last release: Oct 6, 2026 (24 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Packages: pypi scrapegraphai
License: MIT
Repository: github.com/ScrapeGraphAI/Scrapegraph-ai
Website: scrapegraphai.com
Docs: docs.scrapegraphai.com
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: README Website Pricing page Docs github-graphql

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Cite this page

ScrapeGraphAI. Agent Mart. https://agentmart.dev/infrastructure/scrapegraphai (last updated 2026-10-24)