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Connect Fermentation Batch Planner 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. Scale small recipes to large production yields 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 Fermentation Batch Planner.

  1. 01

    Calculate batch scaling

    This capability determines the exact weight needed for every ingredient to hit your target yield.

  2. 02

    Plan brine requirements

    This capability calculates the specific amount of salt and water required to make your brine.

  3. 03

    Calculate batch cost

    This capability calculates the total financial cost of all ingredients in your planned batch.

  4. 04

    Validate vessel fit

    This capability checks if your planned batch will fit inside your intended fermentation vessel.

Real work

What teams actually run

01

Scaling Sauerkraut

Convert a small cabbage and salt ratio into a specific weight for a 50kg production run.

02

Equipment Planning

Check if a new batch of fermented vegetables will fit in your existing fermentation crocks.

03

Brine Preparation

Calculate the exact salt and water needed to hit a specific brine volume and concentration.

04

Budgeting

Determine the total cost of ingredients before starting a large production cycle.

One connector, every AI

Fermentation Batch Planner 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 Fermentation Batch Planner 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

905ms average. Fast in production.

Fermentation Batch Planner is checked daily against the live service.

Daily averagePeak 1031ms
Oct 12Today
Fastest day
816ms
Slowest day
1031ms
14-day trend
Improving-10%

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 Fermentation Batch Planner, so you can see the experience inside your AI.

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

Fermentation Batch Planner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bFo8TK8SDcA2LL3PcN9qgNeQVrxKxJZDKBVjuwle/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 — Fermentation Batch Planner capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fermentation-batch-planner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bFo8TK8SDcA2LL3PcN9qgNeQVrxKxJZDKBVjuwle/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 Fermentation Batch Planner in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Fermentation Batch Planner owners hand off.

This MCP is built for food producers moving from home kitchen setups to commercial production.

  • 01

    Fermentation Producers

    They hand off recipe scaling and brine math to the AI.

  • 02

    Production Managers

    They use the capability to verify vessel capacity and total ingredient costs.

  • 03

    Food Scientists

    They use it to ensure precise ingredient ratios during scale-up.

FAQ

Questions Fermentation Batch Planner owners ask.

  • 01

    How do I scale a recipe using this MCP?

    You tell your AI client your target yield and your current ingredient ratios. The agent uses the scaling capability to give you the exact weights needed.

  • 02

    Can I check if my batch will overflow?

    Yes. You can use the vessel fit capability to check if your ingredients and brine will fit in your container, including a safety buffer.

  • 03

    Does this work with Claude or Cursor?

    Yes. This MCP works with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 04

    Can it calculate brine amounts?

    Yes. The capability can calculate the specific amount of salt and water required for your brine based on your needs.

  • 05

    How does it handle costs?

    The capability aggregates the total financial cost of the ingredients you have planned for a batch.

  • 06

    How do I scale my recipe for a larger batch?

    Use the calculate_batch_scaling capability by providing your target yield and the ingredient formula as a JSON object.

  • 07

    Can I check if my fermentation crock is big enough?

    Yes, use the validate_vessel_fit capability to compare your total produce weight and brine volume against your vessel's capacity.

  • 08

    How is the brine calculated?

    The plan_brine_requirements capability calculates the exact salt weight based on your primary produce weight and the required salt percentage, then determines the necessary water volume.

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