---
title: "ScrapeGraphAI LLM-Powered Web Scraping with Graph Logic Pipelines"
description: "ScrapeGraphAI is a Python web scraping library that uses LLMs and directed graph logic to create intelligent scraping pipelines. Describe what data you want to extract in natural language and the library builds and executes the extraction pipeline automatically."
verification: "security_reviewed"
source: "https://github.com/ScrapeGraphAI/Scrapegraph-ai"
author: "ScrapeGraphAI"
category:
  - "Research & Scraping"
framework:
  - "Custom Agents"
tool_ecosystem:
  github_repo: "ScrapeGraphAI/Scrapegraph-ai"
  github_stars: 23279
---

# ScrapeGraphAI LLM-Powered Web Scraping with Graph Logic Pipelines

ScrapeGraphAI is a Python web scraping library that uses LLMs and directed graph logic to create intelligent scraping pipelines. Describe what data you want to extract in natural language and the library builds and executes the extraction pipeline automatically.

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/scrapegraphai-llm-web-scraping/)