Connect Recipe Batch Scaler to ChatGPT, Claude and Gemini
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 recipes and manage production batches with precision.
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 Recipe Batch Scaler.
- 01
Calculate portion yield
Determines how many full portions you can get from a batch based on your specific portion size.
- 02
Get scaled ingredients
Calculates the exact weight or volume of each ingredient needed for a specific number of servings.
- 03
Get scaling efficiency
Analyzes how much your waste allowance increases the total amount of ingredients you need to buy or prep.
- 04
Validate batch capacity
Checks if your scaled recipe will actually fit inside a specific container or piece of equipment.
Real work
What teams actually run
Event Catering
Scale a standard recipe up to feed hundreds of guests while accounting for waste.
Production Planning
Determine if your current stock of a prepared item will cover the expected number of portions.
Kitchen Equipment Checks
Verify if a large batch of soup or sauce will fit in your specific stockpots before you start cooking.
Inventory Management
Calculate exactly how much raw product to order based on desired portion yields and waste margins.
One connector, every AI
Recipe Batch Scaler 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 Recipe Batch Scaler 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
1035ms average. Fast in production.
Recipe Batch Scaler is checked daily against the live service.
- Fastest day
- 1008ms
- Slowest day
- 1228ms
- 14-day trend
- Stable-1%
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 Recipe Batch Scaler, so you can see the experience inside your AI.
It does not authenticate your account with Recipe Batch Scaler. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Recipe Batch Scaler Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_zw9tmpuUVvYgGNfjdoRFx92x73ZciUBMRM56qSsK/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 — Recipe Batch Scaler capabilities are ready to use.
{
"mcpServers": {
"recipe-batch-scaler-mcp": {
"url": "https://edge.vinkius.com/vk_preview_zw9tmpuUVvYgGNfjdoRFx92x73ZciUBMRM56qSsK/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 Recipe Batch Scaler in Claude and other AIs
Who it's for
Built for the work Recipe Batch Scaler owners hand off.
This MCP is built for professionals who need to move from small-scale recipes to large-batch production.
- 01
Executive Chefs
They use it to scale daily prep lists and manage large event production.
- 02
Catering Managers
They use it to ensure they have enough portions and the right equipment for large orders.
- 03
Kitchen Managers
They use it to calculate ingredient needs and manage inventory waste.
FAQ
Questions Recipe Batch Scaler owners ask.
- 01
How does this MCP handle ingredient waste?
The get_scaled_ingredients capability allows you to include a waste allowance, which increases the calculated ingredient amounts to ensure you have enough after prep.
- 02
Can I check if my pot is big enough for a recipe?
Yes, use the validate_batch_capacity capability to check if a specific batch volume will fit in your container.
- 03
What AI clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Does this MCP calculate how many people I can feed?
Yes, the calculate_portion_yield capability tells you exactly how many portions you can get from a batch based on your portion size.
- 05
How do I get started?
Since Vinkius hosts the MCP, you just connect your client once and you have instant access to all the scaling capabilities.
- 06
How does the waste allowance work?
The waste allowance adds a percentage to the scaled ingredients to compensate for loss during preparation, such as peeling or residue left in bowls.
- 07
Can I check if my batch will fit in my pot?
Yes, you can use the validate_batch_capacity capability to compare the total volume of your scaled recipe against the volume of your container.
- 08
How many servings will I get from a batch?
You can use calculate_portion_yield to find out exactly how many full portions can be extracted from your total batch quantity.
Explore
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Connect Recipe Batch Scaler to Claude, Cursor, ChatGPT & more
