The ScrapeGraphAI MCP Server equips your AI assistant with advanced, LLM-driven web scraping capabilities, allowing you to transform webpages into clean Markdown, extract structured JSON, and perform multi-page crawling via simple chat commands. By utilizing agentic browser automation, the tool automatically handles JavaScript rendering, infinite scrolling, and anti-bot bypasses, enabling researchers and developers to gather high-quality, citation-backed data without managing custom scrapers or proxies. To begin, sign up at scrapegraphai.com for an API key, then connect via the hosted URL (https://mcp.scrapegraphai.com/mcp) or install locally using npx -y @smithery/cli install @ScrapeGraphAI/scrapegraph-mcp. Usage requires a Webex license and a ScrapeGraphAI account. The service operates on a credit-based model, offering a free tier for small projects and paid plans for higher volumes; visit scrapegraphai.com/pricing for full details.