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Connect Wine So2 Equilibrium Calculator 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. Manage sulfur dioxide levels and microbial stability with precision.

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

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.

A futuristic MCP client docking bay
V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Wine SO2 Calculator.

  1. 01

    Calculate required addition

    This capability calculates the exact amount of total SO2 you need to add to reach a specific molecular SO2 target.

  2. 02

    Evaluate stability risk

    This capability assesses if your current SO2 levels are sufficient to prevent microbial spoilage based on your wine's parameters.

  3. 03

    Get current speciation

    This capability determines the current breakdown of free, bound, and molecular SO2 species in your wine.

  4. 04

    Get equilibrium constants

    This capability retrieves the specific environmental constants for your wine's current temperature and alcohol levels.

Real work

What teams actually run

01

Targeting Molecular SO2

You need to hit a specific molecular level and use the AI to find the required total addition.

02

Microbial Risk Monitoring

You check if a batch is at risk of spoilage by evaluating current stability levels.

03

Speciation Breakdown

You analyze how much SO2 is free versus bound in a specific wine sample.

04

Temperature Adjustments

You recalculate requirements when wine temperature or alcohol levels change.

One connector, every AI

Wine SO2 Calculator 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Wine SO2 Calculator 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

893ms average. Fast in production.

Wine SO2 Calculator is checked daily against the live service.

Daily averagePeak 1199ms
Oct 3Today
Fastest day
680ms
Slowest day
1199ms
14-day trend
Slowing+29%

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 SO2 Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Wine SO2 Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Wine SO2 Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vxrjgmDFCHGPBrTVXlMa87KuqWBlDRYy7DwpOeev/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 — Wine SO2 Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-so2-equilibrium-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vxrjgmDFCHGPBrTVXlMa87KuqWBlDRYy7DwpOeev/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 SO2 Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine SO2 Calculator owners hand off.

This MCP is built for professionals managing fermentation and wine stability in a cellar environment.

  • 01

    Winemakers

    They use the AI to calculate precise sulfur additions during various stages of production.

  • 02

    Cellar Managers

    They hand off stability checks to the AI to monitor microbial risks across different batches.

  • 03

    Enologists

    They use the speciation capabilities to analyze the chemical equilibrium of complex wine profiles.

FAQ

Questions Wine SO2 Calculator owners ask.

  • 01

    What parameters are needed for SO2 calculations?

    You need to provide the pH, alcohol percentage, temperature, and the current total SO2 levels.

  • 02

    How does this MCP help with microbial stability?

    It evaluates whether your current molecular SO2 levels are high enough to prevent spoilage based on your wine's specific chemistry.

  • 03

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.

  • 04

    What is molecular SO2?

    Molecular SO2 is the specific species of sulfur dioxide that provides antimicrobial protection in wine.

  • 05

    Does this calculate the amount of SO2 to add?

    Yes, the calculate_required_addition capability tells you exactly how much total SO2 is needed to reach a target molecular level.

  • 06

    What is the purpose of the get_current_speciation capability?

    It determines the current distribution of SO2 species, including free, molecular, and bound SO2, based on the wine's pH, alcohol, and temperature.

  • 07

    How do I know if my wine is at risk of spoilage?

    You can use the evaluate_stability_risk capability to assess if your current molecular SO2 levels are sufficient to prevent microbial spoilage.

  • 08

    Can I calculate how much SO2 to add?

    Yes, the calculate_required_addition capability calculates the exact amount of total SO2 needed to reach your desired target of molecular SO2.

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