Installable skillMIT

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.

BY agentskillexchangeUPDATED Oct 28, 2026
INTENDED FOR✳Claude Code>_Codex↗Cursor◎ChatGPT✦GeminiInstall in a listed agent.

instructions.md

---
name: scrapegraphai-llm-powered-web-scraping-with-graph-l-5a1d27afe6f2
slug: "scrapegraphai-llm-web-scraping"
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."
github_stars: 23279
verification: "listed"
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

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/)
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.