Navigation
Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction - MCP Implementation

Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction

Empower LLMs to seamlessly control browsers with Scrappey MCP Server – unlocking next-level automation for smart data extraction & interactive tasks." )

Browser Automation
4.8(25 reviews)
37 saves
17 comments

96% of users reported increased productivity after just one week

About Scrappey MCP Server

What is Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction?

Scrappey MCP Server acts as an intermediary between AI models and Scrappey.com’s browser automation infrastructure, enabling seamless execution of complex web interactions. This server facilitates programmatic control over headless browsers, empowering developers to automate tasks such as data extraction, form submissions, and dynamic content scraping. Its architecture integrates advanced anti-bot circumvention mechanisms to navigate modern website protections.

How to Use Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction?

  1. Obtain Credentials: Secure your API key from the Scrappey portal and configure authentication parameters.
  2. Initialize Sessions: Deploy the server to establish browser instances via standardized API endpoints.
  3. Execute Workflows: Submit structured requests to navigate URLs, interact with elements, and extract parsed data in real time.
  4. Maintain Efficiency: Leverage session pooling and lifecycle management to optimize resource utilization.

Scrappey MCP Server Features

Key Features of Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction?

  • Adaptive Session Management: Intelligent handling of browser instances with automatic retries and failure recovery.
  • Dynamic Rendering: Processes JavaScript-heavy pages to capture fully rendered content accurately.
  • IP Rotation Support: Built-in proxy management for distributed workload distribution and risk mitigation.
  • Compliance Framework: Built-in rate limiting and CAPTCHA bypass safeguards to adhere to service terms.

Use Cases of Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction?

Competitive Intelligence

Automate price tracking and inventory monitoring across e-commerce platforms.

User Journey Simulation

Reproduce customer interactions for UX testing and analytics collection.

Content Aggregation

Extract structured data from dynamically generated web pages for analysis pipelines.

Scrappey MCP Server FAQ

FAQ from Scrappey MCP Server: AI-Powered Browser Automation & Data Extraction?

How does the server handle CAPTCHA challenges?

Integrates with third-party solving services through customizable hooks while maintaining compliance standards.

What scaling options are available?

Supports horizontal scaling via Kubernetes deployments and elastic resource provisioning for variable workloads.

Are logs accessible for auditing?

Provides detailed audit trails with session metrics, error logs, and request/response payloads for forensic analysis.

Content

Scrappey MCP Server

A Model Context Protocol (MCP) server for interacting with Scrappey.com's web automation and scraping capabilities. Try it out directly at smithery.ai/server/@pim97/mcp-server-scrappey.

Overview

This MCP server provides a bridge between AI models and Scrappey's web automation platform, allowing you to:

  • Create and manage browser sessions
  • Send HTTP requests through Scrappey's infrastructure
  • Execute browser actions (clicking, typing, scrolling, etc.)
  • Handle various anti-bot protections automatically

Setup

  1. Get your Scrappey API key from Scrappey.com
  2. Set up your environment variable:
SCRAPPEY_API_KEY=your_api_key_here

Available Tools

1. Create Session (scrappey_create_session)

Creates a new browser session that persists cookies and other state.

{
  "proxy": "http://user:pass@ip:port"  // Optional: Custom proxy, leave empty for default
}

2. Destroy Session (scrappey_destroy_session)

Properly closes a browser session.

{
  "session": "session_id_here"  // Required: The session ID to destroy
}

3. Send Request (scrappey_request)

Send HTTP requests through the Scrappey infrastructure.

{
  "cmd": "request.get",  // Required: request.get, request.post, etc.
  "url": "https://example.com",  // Required: Target URL
  "session": "session_id_here",  // Required: Session ID to use
  "postData": "key=value",  // Optional: POST data
  "customHeaders": {  // Optional: Custom headers
    "User-Agent": "custom-agent"
  }
}

4. Browser Actions (scrappey_browser_action)

Execute browser automation actions.

{
  "session": "session_id_here",  // Required: Session ID to use
  "browserActions": [  // Required: Array of actions to perform
    {
      "type": "click",  // Action type: click, hover, type, scroll, wait
      "cssSelector": ".button",  // CSS selector for element
      "text": "Hello",  // Text to type (for type action)
      "wait": 1000  // Wait time in ms
    }
  ]
}

Typical Workflow

  1. Create a session:
{
  "name": "scrappey_create_session"
}
  1. Use the returned session ID for subsequent requests:
{
  "name": "scrappey_request",
  "cmd": "request.get",
  "url": "https://example.com",
  "session": "returned_session_id"
}
  1. Perform browser actions if needed:
{
  "name": "scrappey_browser_action",
  "session": "returned_session_id",
  "browserActions": [
    {
      "type": "click",
      "cssSelector": "#login-button"
    },
    {
      "type": "type",
      "cssSelector": "#username",
      "text": "myuser"
    }
  ]
}
  1. Clean up by destroying the session when done:
{
  "name": "scrappey_destroy_session",
  "session": "returned_session_id"
}

Features

  • Session persistence for maintaining state
  • Automatic anti-bot protection handling
  • Support for custom proxies
  • Browser automation capabilities
  • HTTP request methods (GET, POST, PUT, DELETE, PATCH)
  • Custom headers and cookies support

Best Practices

  1. Always destroy sessions when you're done with them
  2. Reuse sessions when making multiple requests to the same site
  3. Use appropriate wait times between actions for more human-like behavior
  4. Check if a session exists before using it

Error Handling

The server will return error messages with details when something goes wrong. Common errors include:

  • Invalid session IDs
  • Network timeouts
  • Invalid selectors for browser actions
  • Anti-bot protection failures

Resources

License

MIT License

Related MCP Servers & Clients