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Connect Distillation Proof Calculator to ChatGPT and Claude

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. Get precise alcohol concentration and volume math instantly.

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 Distillation Calculator.

  1. 01

    Calculate cuts volume

    This capability calculates the specific volumes for heads, hearts, and tails based on your total distillate volume.

  2. 02

    Calculate dilution needs

    Use this to find the exact amount of water required to dilute a high-proof spirit to your target bottling strength.

  3. 03

    Get corrected proof

    This capability adjusts hydrometer readings for temperature deviations to provide accurate alcohol concentration and US proof.

  4. 04

    Identify distillation stage

    This capability determines your current distillation phase by analyzing the liquid's concentration.

Real work

What teams actually run

01

Correcting Proof

Use the AI to adjust a hydrometer reading taken at a non-standard temperature.

02

Planning Cuts

Determine how many liters of hearts you will collect from a specific run.

03

Bottling Preparation

Calculate the water volume needed to bring a high-proof spirit down to a standard bottling strength.

04

Monitoring Runs

Check which phase of the distillation you are in by providing the current concentration.

One connector, every AI

Distillation 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 Distillation 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

884ms average. Fast in production.

Distillation Calculator is checked daily against the live service.

Daily averagePeak 1241ms
Oct 3Today
Fastest day
652ms
Slowest day
1241ms
14-day trend
Slowing+33%

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

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

Distillation Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_PNjye4ss1oFHE01eTomnUnDpuSBqyt2j8mmsP0aF/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 — Distillation Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "distillation-proof-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_PNjye4ss1oFHE01eTomnUnDpuSBqyt2j8mmsP0aF/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 Distillation Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Distillation Calculator owners hand off.

This MCP is built for anyone managing alcohol distillation processes who needs precise, deterministic math.

  • 01

    Distillers

    Hand off hydrometer readings and volume totals to the AI for instant correction and cut calculations.

  • 02

    Craft Spirits Producers

    Use the AI to calculate dilution needs and maintain consistent bottling strengths.

  • 03

    Home Distillers

    Let your agent handle the TTB-standardized math for proof and stage identification.

FAQ

Questions Distillation Calculator owners ask.

  • 01

    How does this MCP handle temperature corrections?

    It uses TTB-standardized logic to adjust hydrometer readings based on the temperature you provide.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    Does it calculate volume for different cuts?

    Yes, it can calculate the specific volumes for heads, hearts, and tails from your total distillate.

  • 04

    How do I know how much water to add for bottling?

    You can use the dilution capability to find the exact amount of water needed to reach your target proof.

  • 05

    Is the math deterministic?

    Yes, the capabilities use fixed mathematical logic to ensure consistent and predictable results.

  • 06

    How does temperature affect my hydrometer reading?

    Hydrometer readings change based on liquid density, which is affected by temperature. The get_corrected_proof capability adjusts your observed ABV to a standard calibration temperature to ensure accuracy.

  • 07

    Can I calculate my cuts using this capability?

    Yes, by providing the total volume and ABV, calculate_cuts_volume provides the specific volumes for heads, hearts, and tails.

  • 08

    How do I know if I am in a stripping run or a spirit run?

    The identify_distillation_stage capability analyzes your ABV to determine if you are in a stripping run (typically ~30% ABV) or a spirit run (typically 60-80% ABV).

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