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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Haylage Quality Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict haylage fermentation quality, pH, and stability from harvest parameters.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Haylage Quality Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Haylage Quality Engine.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Haylage Quality Engine.

  1. 01

    Compare crop profiles

    Compare theoretical fermentation potential of different crop types

  2. 02

    Evaluate aerobic stability

    Estimate resistance to spoilage once exposed to air

  3. 03

    Identify risk factors

    Diagnose specific harvesting or handling parameters causing poor quality

  4. 04

    Predict fermentation outcome

    Calculate primary chemical and biological indicators of fermentation quality

Observed, not estimated

791ms average. Fast in production.

Haylage Quality Engine is checked daily against the live service.

Daily averagePeak 955ms
Aug 26Today
Fastest day
680ms
Slowest day
955ms
14-day trend
Stable+4%

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 Haylage Quality Engine, so you can see the experience inside your AI.

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

Haylage Quality Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_C0lsqukteJtINTEoS0ctuwl6yWx9snZ2SFSFTuQG/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 — Haylage Quality Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "haylage-fermentation-quality-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_C0lsqukteJtINTEoS0ctuwl6yWx9snZ2SFSFTuQG/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 Haylage Quality Engine owners ask.

  • 01

    How accurate are the fermentation predictions?

    Predictions are based on a fermentation kinetics model that accounts for crop-specific buffering capacities and moisture levels.

  • 02

    Can I compare different crops?

    Yes, you can use the compare_crop_profiles capability to simulate how different crops will perform under the same harvesting conditions.

  • 03

    What determines the aerobic stability score?

    The stability score is calculated using the predicted pH and the concentrations of lactic and acetic acids.

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