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Scrapeless MCP Server — MCP Servers

Enables AI models to browse, scrape, and interact with live websites in real time via MCP.

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Quick Info

Category
developer-tools

Tags

web-scraping
mcp
automation
browser-automation
ai-integration
real-time-data

Overview

Scrapeless MCP Server extends Large Language Models (LLMs) with real-time web browsing, scraping, and automation capabilities through the Model Context Protocol (MCP). It enables AI tools to handle dynamic JavaScript sites, solve CAPTCHAs, interact with page elements, and retrieve structured content as HTML, Markdown, or screenshots. Designed for AI researchers, developers, and enterprises, Scrapeless connects LLMs like ChatGPT, Claude, and Gemini to external services such as Google Search, Flights, Trends, and Scholar. It also supports browser automation for navigation, form filling, and interaction, making it useful for building intelligent agents, research assistants, and autonomous workflows. With both local and remote deployment options, Scrapeless MCP provides a flexible, enterprise-grade solution for web data access and interaction.

Key Features

Real-time web browsing and scraping for LLMs
Handles JavaScript-rendered and dynamic websites
CAPTCHA bypass and secure automation
Export content as HTML, Markdown, or screenshots
Google services integration (Search, Flights, Trends, Scholar)
Browser automation (click, type, scroll, wait, screenshot)
Local and remote deployment options
Cloud-based scaling and concurrency support

Use Cases

Enhance development workflows and productivity
Integrate Scrapeless MCP Server with Claude and other AI assistants
Streamline developer-tools processes using MCP protocol