WebScraping.AI MCP Server
Prefer zero setup? Use the hosted remote MCP server: add
https://mcp.webscraping.ai/mcpto your MCP client and sign in with your WebScraping.AI account — OAuth handles auth, no API key or local install needed. This repo is the open-source stdio version for self-hosting and customization.
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities — Chromium JavaScript rendering, rotating datacenter/residential/stealth proxies, and AI-powered question answering and structured field extraction on any page.
Sign up to get an API key — a free trial, no credit card required. See the API documentation for the full parameter reference.
Features
- Question answering about web page content
- Structured data extraction from web pages
- HTML content retrieval with JavaScript rendering
- Plain text extraction from web pages
- CSS selector-based content extraction
- Google search results (SERP) as parsed JSON
- Structured JSON for pages on supported sites (e.g. YouTube, TikTok, X, LinkedIn, Instagram, Reddit) from their normal URL
- Multiple proxy types (datacenter, residential, stealth) with country selection
- JavaScript rendering using headless Chrome/Chromium
- Concurrent request management with rate limiting
- Custom JavaScript execution on target pages
- Device emulation (desktop, mobile, tablet)
- Account usage monitoring
- Content sandboxing option - Wraps scraped content with security boundaries to help protect against prompt injection






