Use Wine Ester Model with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Predict ester formation and aroma profiles during fermentation.
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.
Complete set · 4 capabilities
The complete Wine Ester Model capability set.
These are the exact actions your AI can choose when you ask it to work with Wine Ester Model.
01-04
4 capabilities in this set.
Part of 4 available through Wine Ester Model.
- 01
Analyze temperature sensitivity
Determine how changes in temperature shift the balance between ester synthesis and hydrolysis
- 02
Compare juice precursors
Identify if the juice composition provides sufficient raw materials for the desired ester profiles
- 03
Evaluate nitrogen impact
Assess how nitrogen availability limits or enhances ester production for a specific strain
- 04
Predict ester concentrations
Estimate specific concentrations of target esters based on fermentation conditions
One connector, every AI
Wine Ester Model works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Wine Ester Model to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
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 Wine Ester Model, so you can see the experience inside your AI.
It does not authenticate your account with Wine Ester Model. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Wine Ester Model Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_DEG1t3swg7pllDNPeMxDgpCrlOV8OLhd3v2KFos0/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Wine Ester Model capabilities are ready to use.
{
"mcpServers": {
"wine-ester-production-model-mcp": {
"url": "https://edge.vinkius.com/vk_preview_DEG1t3swg7pllDNPeMxDgpCrlOV8OLhd3v2KFos0/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
Guided setup for Claude? How to give Claude access to Wine Ester Model
FAQ
Questions Wine Ester Model owners ask.
- 01
How can I predict specific ester levels?
Use the predict_ester_concentrations capability by providing the yeast strain, fermentation temperature, nitrogen level, and a JSON object of the juice composition.
- 02
Can I simulate temperature changes?
Yes, the analyze_temperature_sensitivity capability calculates how shifting the temperature affects the balance between synthesis and hydrolysis.
- 03
How does nitrogen affect my results?
The evaluate_nitrogen_impact capability determines if nitrogen availability is limiting the yeast's ability to produce esters.
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