ScrapeGraphAI

ScrapeGraphAI provides a web scraping API that lets users extract structured data from any webpage by describing the desired fields in plain English. The page states that responses return as structured JSON, that JavaScript-rendered pages and SPAs are handled, and that no CSS selectors, XPath, or headless browsers need to be managed. It offers endpoints for scrape (markdown conversion), extract, search, crawl, and monitor (change tracking with webhooks), plus an MCP server, CLI, and SDKs. Pricing is credit-based, with a free plan of 500 one-time credits and paid monthly plans starting at $20.

Key features

• Natural language prompt-based structured data extraction
• Scrape endpoint converting webpages to Markdown
• Search endpoint that extracts data from web search results
• Crawl endpoint for extracting data across all pages of a website
• Monitor endpoint for watching webpages for changes with webhook notifications
• JSON schema support for enforcing output shapes
• Handling of JavaScript-rendered pages and single-page applications
• MCP server for AI assistants such as Claude, Cursor, and Windsurf
• Python and JavaScript SDKs and a CLI
• Integrations listed with LangChain, CrewAIs, LlamaIndex, n8n, Zapier, and Make

Best suited for

• Developers building AI agents or RAG pipelines needing web data
• Teams extracting structured product, contact, or listing data from websites
• Price monitoring and competitor tracking
• Market research and review or sentiment aggregation
• Lead generation from public profiles
• Real estate listing tracking

Pricing

Free plan: $0 with 500 one-time API credits. Starter: $20/month with 10,000 credits. Growth: $100/month with 100,000 credits. Pro: $500/month with 750,000 credits. Enterprise: custom pricing. One-time credit top-ups are also available.