Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Must Correction Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Get precise stoichiometric adjustments for your grape must.

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 Must Correction Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Must Correction Calculator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Must Correction Calculator.

  1. 01

    Acid adjustment

    This capability calculates the specific amount of acid you need to add to hit your target pH and Titratable Acidity levels.

  2. 02

    Correction schedule

    This capability generates a step-by-step operational plan to ensure all your must adjustments are performed in the right order.

  3. 03

    Nutrient addition

    This capability determines the exact amount of nitrogen source required to reach your target Yeast Assimilable Nitrogen (YAN).

  4. 04

    Sugar adjustment

    This capability calculates the mass of sugar needed to reach a specific target Brix level.

One connector, every AI

Must Correction 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 Must Correction 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

956ms average. Fast in production.

Must Correction Calculator is checked daily against the live service.

Daily averagePeak 956ms
Sep 16Today
Fastest day
956ms
Slowest day
956ms
14-day trend
Stable0%

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

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

Must Correction Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4mcdoKMGUDlNFeKxXMEuE9Hjcz88Bi4PPqARWNM1/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 — Must Correction Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "must-correction-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4mcdoKMGUDlNFeKxXMEuE9Hjcz88Bi4PPqARWNM1/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 Must Correction Calculator

See all the AI clients this connector works with ↑

Who it's for

Built for the work Must Correction Calculator owners hand off.

This MCP is built for professionals managing grape must chemistry during the winemaking process.

  • 01

    Winemakers

    They hand off complex stoichiometric math to the AI to get quick addition amounts.

  • 02

    Enologists

    They use the capability to verify chemical adjustments and plan nutrient additions.

  • 03

    Cellar Managers

    They use the generated schedules to coordinate the timing of must corrections.

FAQ

Questions Must Correction Calculator owners ask.

  • 01

    How does this MCP handle volume changes?

    The calculations automatically account for the increase in total volume that occurs when you add sugar or acid to the must.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    Does it help with nitrogen additions?

    Yes, the nutrient_addition capability calculates the amount of nitrogen source needed to reach your target YAN.

  • 04

    Will it help me plan my cellar work?

    Yes, the correction_schedule capability provides a step-by-step operational plan for all your necessary adjustments.

  • 05

    Does it account for legal limits?

    The capability generates plans that account for regional legal constraints regarding must adjustments.

  • 06

    How does the capability handle regional regulations?

    The calculate_sugar_adjustment capability checks the specified region (e.g., USA or Europe) to ensure that any requested sugar addition remains within legal limits for that jurisdiction.

  • 07

    Does the calculation account for volume changes?

    Yes, all capabilities use stoichiometric calculations that account for the increase in total volume when adding sugar, acid, or nutrients.

  • 08

    Can I use this with Claude Desktop?

    Yes, you can connect this server to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

Explore

More in Agriculture

Suggestions