
Connect Wine Microbial Stability Assessment to your AI
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Predict spoilage risk using hurdle technology principles.
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.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Wine Stability Assessment.
- 01
Evaluate storage impact
This capability determines how changes in storage parameters affect your existing microbial hurdles.
- 02
Get combined stress index
Use this to calculate the cumulative resistance of a wine against specific spoilage microbes.
- 03
Predict spoilage risk
This capability predicts the likelihood of spoilage occurring under specific environmental conditions.
- 04
Recommend stabilization
Get specific technical interventions, like filtration or sulfur adjustments, to improve wine stability.
Real work
What teams actually run
Risk Assessment
Predict if a wine is vulnerable to spoilage under specific temperature or oxygen conditions.
Stabilization Strategy
Determine if you need to increase SO2 or use microfiltration to maintain stability.
Storage Planning
Evaluate how moving wine to different storage conditions will affect its microbial hurdles.
Microbial Resistance Checks
Calculate the combined stress index to see how well a wine resists specific bacteria.
One connector, every AI
Wine Stability Assessment 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 Stability Assessment 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.
Observed, not estimated
891ms average. Fast in production.
Wine Stability Assessment is checked daily against the live service.
- Fastest day
- 739ms
- Slowest day
- 1022ms
- 14-day trend
- Improving-6%
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 Stability Assessment, so you can see the experience inside your AI.
It does not authenticate your account with Wine Stability Assessment. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Wine Stability Assessment Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_ahn3yXE16Yt0aYLu79HL5Kazg0pgJQbGht5DkKVC/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 Stability Assessment capabilities are ready to use.
{
"mcpServers": {
"wine-microbial-stability-assessment-mcp": {
"url": "https://edge.vinkius.com/vk_preview_ahn3yXE16Yt0aYLu79HL5Kazg0pgJQbGht5DkKVC/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? Set up Wine Stability Assessment in Claude and other AIs
Who it's for
Built for the work Wine Stability Assessment owners hand off.
This MCP is built for professionals managing wine quality and microbial safety.
- 01
Winemakers
Hand off chemical data to the AI to get stabilization recommendations.
- 02
Enologists
Use the capability to model microbial resistance and predict spoilage risks.
- 03
Quality Control Technicians
Input storage parameters to check how they impact existing wine hurdles.
FAQ
Questions Wine Stability Assessment owners ask.
- 01
What is hurdle technology in wine stability?
It is a method of using multiple chemical and physical parameters, like pH and alcohol, to create a combined effect that prevents microbial growth.
- 02
Which AI clients can use this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
Can this MCP predict spoilage from specific bacteria?
Yes, it can calculate resistance indices for microbes such as Brettanomyces, Lactic Acid Bacteria, and Acetic Acid Bacteria.
- 04
How does the MCP suggest stabilization?
It identifies necessary technical interventions, such as microfiltration or adjusting sulfur levels, based on the calculated risk.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
- 06
What is hurdle technology in wine?
Hurdle technology refers to the use of multiple inhibitory factors, such as low pH and high SO2, that work together to prevent microbial growth.
- 07
How can I find out if my wine needs filtration?
You can use the recommend_stabilization capability to receive specific technical interventions based on your wine's current risk level.
- 08
Does temperature affect microbial stability?
Yes, higher temperatures can decrease the effectiveness of chemical hurdles. Use evaluate_storage_impact to see how temperature changes affect your stability index.
Explore
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Connect Wine Stability Assessment to Claude, Cursor, ChatGPT & more
