# 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.

- Skill: `agentskillexchange/scrapegraphai-llm-powered-web-scraping-with-graph-logic-pipe` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/scrapegraphai-llm-powered-web-scraping-with-graph-logic-pipe`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/scrapegraphai-llm-powered-web-scraping-with-graph-logic-pipe/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/scrapegraphai-llm-powered-web-scraping-with-graph-logic-pipe

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# 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

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

- Source: https://github.com/ScrapeGraphAI/Scrapegraph-ai

## Source

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