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devtools

Scrapegraph-ai: AI-driven web scraping

Extract web data with Scrapegraph-ai, a Python scraper. For founders, with 27k+ GitHub stars
intermediateโฑ 30 minutes๐Ÿ’ต Free (self-hosted)
26,741 stars2,486 forksPythonQuality 9/10Updated 6/5/2026100% free ยท open source
What it is

Use Scrapegraph AI to pull data from websites and pages with AI-driven scraping.

What you can make with it

Automations like: when a new Stripe customer signs up, add them to Notion and send a welcome email via Resend.

How it helps

Save time by automating repetitive scraping tasks and improve the accuracy of your web data extractions.

Real use case example

"A founder wants to find new suppliers for her e-commerce business. She can use ScrapeGraph AI to quickly pull product data from Amazon and other websites, saving hours of manual data entry and giving her valuable market insights. She can then integrate the scrapped data with her own sales platform and supplier relationships, giving her a competitive edge in the market."

If you're new

Beginners can pick up this skill early on to get a feel for AI-driven data extraction.

If you're senior

Senior developers and founders will reach for this skill when they need a fast, reliable way to scrape large amounts of data from websites and integrate it into their applications.

Common confusion cleared up

Some users might think ScrapeGraph AI only pulls data from well-structured websites, but it can actually handle unstructured websites and pages as well.

Best inside these AI tools
Claude DesktopCursor
Pairs with
Stripe webhookNotion database
Why we list it on WorkflowStacks: This skill is included because ScrapeGraph AI is a free, open-source tool with over 26,700+ GitHub stars, making it a valuable option for data-intensive projects.

About this skill

Python scraper based on AI

Topics

ai-crawler
ai-scraping
ai-search
crawler
data-extraction
firecrawl-alternative
large-language-model
llm
markdown
rag
scraping
scraping-python
web-crawler
web-crawlers
web-data
web-data-extraction
web-scraper
web-scraping
web-search
webscraping
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

22
top-level files
7
folders
16.4M
repo size
MIT
license
Key files
.pre-commit-config.yaml
README.md
File tree
.github/
docs/
examples/
media/
PullRequests/
scrapegraphai/
tests/
.gitattributes
.gitignore
.pre-commit-config.yaml
.releaserc.yml
.semantic-commits-applied
CHANGELOG.md
citation.cff
CODE_OF_CONDUCT.md
codebeaver.yml
CONTRIBUTING.md
docker-compose.yml
Dockerfile
LICENSE
Makefile
pyproject.toml
pytest.ini
README.md
Quick Actions
Details
Creator
ScrapeGraphAI
Language
Python
Category
devtools
Published
1/27/2024

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.

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