MCP Integration

FlashCrawl MCP Server

Integrate our powerful web scraping capabilities directly into your MCP-compatible applications. Extract clean, structured markdown from any website optimized for LLM ingestion.

Core Functionality

Our MCP server provides a powerful tool for extracting clean, LLM-ready content from any website.

extract_web_content

Extract clean HTML/markdown content from any URL

Parameters:

  • url - The website URL to scrape (required)
  • scroll - Enable scrolling to reveal content (optional, default: true)

Returns:

Clean HTML/markdown content optimized for LLM ingestion

Smart Scrolling

Capture dynamic content that loads on scroll

When scrolling is enabled (default), our server will automatically scroll through the page to capture dynamically loaded content, perfect for infinite scroll pages and lazy-loaded content.

Infinite Scroll
Lazy Loading
LLM Optimized

Quick Setup

Connect to our MCP server in minutes

1Configure Your MCP Client

{
  "mcpServers": {
    "flashcrawl": {
      "command": "python",
      "args": ["-m", "mcp", "install", "https://api.flashi.ai/mcp"],
      "headers": {
        "Authorization": "Bearer your-api-key-here"
      }
    }
  }
}

2Start Using

Once configured, you can use the extract_web_content tool directly in your MCP-compatible application to extract clean, LLM-ready content from any website.

Why Choose Our MCP Server?

Built for developers who need reliable, high-quality web content extraction

Real Browser Rendering

Uses real browsers with Playwright to handle JavaScript, ensuring you get the complete page content.

LLM-Optimized Output

AI-powered cleaning removes ads, navigation, and other noise to deliver pure, structured content perfect for LLM ingestion.

High Performance

Optimized for speed and reliability with built-in rate limiting, error handling, and efficient content extraction.

MCP Server Details

Technical specifications for our MCP server

Server Information

Server Name:FlashCrawl
Endpoint:https://api.flashi.ai/mcp
Protocol:HTTP
Authentication:Bearer Token

Available Tools

extract_web_content

Extracts clean HTML/markdown content from web pages for LLM consumption

Content Extraction
LLM Ready