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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Cotton Ginning Analytics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate lint yields, seed weights, and economic revenue for cotton ginning operations.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Cotton Ginning Analytics capability set.

These are the exact actions your AI can choose when you ask it to work with Cotton Ginning Analytics.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Cotton Ginning Analytics.

  1. 01

    Estimate gin revenue

    Calculate the total economic value generated from a processed module

  2. 02

    Get processing efficiency

    Determine the throughput rate of the ginning operation

  3. 03

    Validate input quality

    Check if the current module inputs are within acceptable operational limits

  4. 04

    Calculate yield metrics

    Determine fundamental weight breakdowns of lint and seed from a specific module

Observed, not estimated

822ms average. Fast in production.

Cotton Ginning Analytics is checked daily against the live service.

Daily averagePeak 898ms
Aug 28Today
Fastest day
705ms
Slowest day
898ms
14-day trend
Improving-9%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Cotton Ginning Analytics, so you can see the experience inside your AI.

It does not authenticate your account with Cotton Ginning Analytics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Cotton Ginning Analytics Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_w9BuzeDLuI5ZmZLHhaa7BemQGwK5QUVweXxfhAdp/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Cotton Ginning Analytics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cotton-gin-performance-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_w9BuzeDLuI5ZmZLHhaa7BemQGwK5QUVweXxfhAdp/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Cotton Ginning Analytics owners ask.

  • 01

    How does the capability calculate the number of bales?

    The calculate_yield_metrics capability divides the total lint weight by the standard bale weight of 227 kg.

  • 02

    Can I include quality premiums in my revenue estimation?

    Yes, the estimate_gin_revenue capability accepts an optional quality premium to account for higher value lint.

  • 03

    How is processing efficiency measured?

    The get_processing_efficiency capability calculates both the lint weight processed per minute and the bales produced per hour.

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