scrapeless-mcp-serverScrapeless Mcp Server

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

Scrapeless MCP Server is a powerful integration layer that enables LLMs, AI Agents, and AI applications to interact with the web in real-time. Built on the open MCP standard, it seamlessly connects models like ChatGPT, Claude, and tools like Cursor and Windsurf to external capabilities, including Google services integration, browser automation, and dynamic content extraction. The server provides dynamic context and real-world data for workflows, bypassing limitations like Cloudflare to retrieve target page content. It supports both Stdio and Streamable HTTP transport modes, with customization options for browser session behavior. Usage examples include automated web interaction and data extraction, bypassing Cloudflare to retrieve page content, extracting dynamically rendered page content, and automated SERP scraping. To use Scrapeless MCP Server, Scrapeless Key is required, which can be obtained by logging in to the Scrapeless Dashboard and creating an API key.

Key features

Google services integration (Search, Trends)
Browser automation for page-level navigation and interaction
Scrape dynamic, JS-heavy sites export as HTML, Markdown, or screenshots
Supports both Stdio and Streamable HTTP transport modes

Pricing

Model: Free
Category: MCP Servers
Rating: No reviews yet

Use cases

Automated Web Interaction and Data Extraction

Using Scrapeless MCP Browser, Claude can perform complex tasks such as web navigation, clicking, scrolling, and scraping through conversational commands.

Bypassing Cloudflare to Retrieve Target Page Content

The Scrapeless MCP Browser service automatically accesses the Cloudflare page, extracts the page content, and returns it in Markdown format.

Extracting Dynamically Rendered Page Content and Writing to File

Using the Scrapeless MCP Universal API, the JavaScript-rendered content of a target page is scraped, exported in Markdown format, and written to a local file.

Pros & Cons

Pros

Enables real-time interaction with the web for AI models and tools
Supports browser automation and dynamic site scraping
Provides a wide range of external capabilities, including Google services integration
Offers flexible transport modes, including Stdio and Streamable HTTP