ScrapeGraphAI

ScrapeGraphAI: Web scraping API that extracts structured data from websites using natural language prompts without proxies or selectors.

ScrapeGraphAI is a web scraping API built for extracting structured data from any website using natural language prompts. It converts webpages into clean markdown, handles site-wide crawls, searches the web, and monitors pages for changes. The platform integrates with Python, JavaScript, LangChain, CrewAI, LlamaIndex, and other tools, providing MCP support for AI assistants. It is designed for developers, data-driven teams, and organizations needing automated data pipelines and AI agent web access. Plans range from a free tier to custom enterprise tiers, with optional credit top-ups and proxy rotation features.

ScrapeGraphAI at a glance

Best for: Software engineer, Researcher
Runs on: Web, API, CLI
Pricing: Free plan; Individuals 10k credits/mo; Growing businesses 100k credits/mo; Data-driven teams 750k credits/mo; Large organizations custom billing
Released: January 2024
Category: AI search engine
Website: scrapegraphai.com

Key features

Scrape web pages to clean markdown
Extract structured data with natural language
Search the web and extract data in one call
Crawl all pages on a website
Monitor webpages for changes with webhooks
Render mode and stealth toggle options

Use it for

Track competitor prices on e-commerce sites
Extract LinkedIn and Twitter profiles at scale
Aggregate reviews and ratings for market research
Monitor real estate property listings
Connect AI assistants to the web via MCP

Companions

Tools that articles about ScrapeGraphAI recommend using with it, each with its job.

n8n — Self-hostable automation with code allowed in any step
Claude Code — Terminal-first agent that handles multi-hour refactors and migrations
Cursor — Same MCP server, registered with one command.
Pinecone — Official template ingests scraped pages into Pinecone.
Qdrant — Self-hostable index for crawled docs.

Alternatives to ScrapeGraphAI

Scrapling — It uses adaptive element tracking to maintain scrapers when websites change.
Firecrawl — Provides direct web data access for AI agents with open source flexibility.
Crawl4AI — Turns any URL into clean Markdown or typed JSON for AI models.
Scrape Anything by Context.dev — Extracts clean Markdown, HTML, and structured data with built-in proxies and JS rendering.
Maxun — Extracts web data using a no-code recorder or AI prompts with built-in stealth mode.
Pagesift — Extracts web data with high memory efficiency and speed for AI agents.
AnyCrawl — Provides clean, structured, and LLM-ready data from any website.
Exa — Provides high-accuracy web search and deep research endpoints for AI agents.
Spider — It streams clean markdown or JSON from any website in realtime with a single API key.
Google Browser Scraper — It uses a real browser and sticky proxy to prevent false empty results.
LLM Scraper — Extracts structured data from any webpage using Zod or JSON Schema.
Jina — It provides reliable reader and search APIs optimized for LLMs and RAG systems.

All ScrapeGraphAI alternatives