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Scrapegraph-ai

ScrapeGraphAI/Scrapegraph-ai

Python scraper based on AI

GraphCanon updated 3d · GitHub synced 3d · 29 views this month

30k stars2.9k forksLast push 1mo Python MIT

Decision brief

Scrapegraph-ai is a Python-based scraping tool leveraging AI for smarter data extraction and search tasks.

Good fit when

  • When you need advanced AI capabilities to parse and understand the context of scraped web content.
  • If your project requires integrating with large language models (LLMs) for complex information retrieval from the web.

Avoid when

  • If you have simple and straightforward data extraction needs that do not require AI-powered intelligence.
  • When your project aims to scrape static or relatively unchanging datasets from websites with well-defined structures, as Scrapegraph-ai is more geared towards complex and dynamic scraping tasks where抠
Pricing:
freemium - Free to use with potential charges for advanced features or premium services, as specified by its license.
Requirements:
Developed in Python and can leverage existing libraries and frameworks related to AI and web scraping.

Observed Jul 11, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Active (27d since push)
As of 3d
Provenance
Not a fork · Organization account
As of 3d
Security (OSV)
No lockfile
As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install Scrapegraph-ai
PyPI

How it fits your stack(13)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Alternative

Integrates

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

Similar tools

Same-category neighbours not already linked as typed edges.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A Python-based AI-powered web scraping tool designed for data extraction and search tasks.

Capability facts

Deploy
Self-host

Source: dockerfile:Dockerfile · Aug 16, 2026

Docker
Dockerfile present

Source: dockerfile:Dockerfile · Aug 16, 2026

Languages
python

Source: github.language+pyproject.toml · Aug 16, 2026

Categories

Graph entities

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 16, 2026)

pip install scrapegraphai
Source link

Tags

README

🚀 Quick install

The reference page for Scrapegraph-ai is available on the official page of PyPI: pypi.

pip install scrapegraphai

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## 📜 License

ScrapeGraphAI is licensed under the MIT License. See the [LICENSE](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/LICENSE) file for more information.

For agents

This page has a .md twin and JSON over the API.

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