Scrapeless Mcp Server

Created By

ScrapelessAI5 months ago

Scrapeless MCP Server lets LLMs and AI tools like ChatGPT and Cursor access real-time web data via Google services, browser automation, and scraping—no blocks, just seamless context.

# serpapi

# browser

Overview Content Tools Comments

Overview

What Is a Scrapeless MCP Server?

The Scrapeless MCP Server is an implementation of the Model Context Protocol (MCP) that enables AI assistants—like ChatGPT, Claude, or custom agents—to access and interact with real-time web data. It integrates tools like Google Search, browser automation, and content scraping, allowing models to go beyond static knowledge.

How to Use the Scrapeless MCP Server

Register at Scrapeless
Generate an API key from the dashboard
Configure your MCP client (locally via Stdio or remotely via HTTP)
Send queries to perform web searches, scrape content, or control a browser

Key Features

🔎 Google Search, Flights, Trends, and Scholar integration
🧠 AI assistant compatibility (Claude, ChatGPT, Cursor, etc.)
🌐 Full browser automation: navigate, click, scroll, extract
📄 Scrape dynamic sites (even JS-heavy or Cloudflare-protected)
🛡️ Built-in anti-blocking mechanisms

Use Cases

Real-time search and data summarization for LLMs
Web scraping of dynamic or protected content
Research assistance via Google Scholar integration
Autonomous agents that browse and interact with the web

FAQ

Q: How do I get started?

Sign up at Scrapeless, create an API key, and follow the setup guide to connect your MCP client.

Q: What do I need to run it?

Node.js 22+ and NPM or Yarn. No extra infrastructure required for HTTP mode.

Q: Can I search anything?

Yes—Google search, academic papers, flights, trends, and more. Just customize the query.

Server Config

{
  "mcpServers": {
    "Scrapeless MCP Server": {
      "command": "npx",
      "args": [
        "-y",
        "scrapeless-mcp-server"
      ],
      "env": {
        "SCRAPELESS_KEY": "YOUR_SCRAPELESS_KEY"
      }
    }
  }
}

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