
Connect Candle Wax Calculator 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. Get precise wax weights and batch costs for every pour.
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 Candle Wax Calculator.
- 01
Batch cost estimation
This capability calculates the total wax cost for a specific production run. It helps you track your expenses based on the amount of wax used.
- 02
Convert volume to weight
This capability converts liquid volume into wax mass. Use it to switch between milliliters and grams quickly.
- 03
Validate fill safety
This capability checks if your planned fill percentage is safe for your specific container. It prevents overflows or dangerous levels in jars and tins.
- 04
Get wax requirements
This capability determines the total wax weight for a full batch and the specific amount needed for each individual candle.
Real work
What teams actually run
Scaling Production
Tell your agent you want to make 100 candles and get the exact wax weight needed.
Safety Auditing
Check if a new jar design can safely hold your standard fill level.
Expense Management
Calculate how much a specific batch of wax will cost before you start melting.
Inventory Planning
Determine how much total wax to order based on upcoming production goals.
One connector, every AI
Candle Wax 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.
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 Candle Wax 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
922ms average. Fast in production.
Candle Wax Calculator is checked daily against the live service.
- Fastest day
- 721ms
- Slowest day
- 1207ms
- 14-day trend
- Improving-21%
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 Candle Wax Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Candle Wax Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Candle Wax Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_UwbkyDSlla1c282SXoyTcOSd5xtufWsnquQJxPaX/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 — Candle Wax Calculator capabilities are ready to use.
{
"mcpServers": {
"candle-wax-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_UwbkyDSlla1c282SXoyTcOSd5xtufWsnquQJxPaX/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 Candle Wax Calculator in Claude and other AIs
Who it's for
Built for the work Candle Wax Calculator owners hand off.
This MCP is built for people who manufacture candles and need to move from manual math to automated planning.
- 01
Small Batch Makers
Hand off batch sizing and cost calculations to your agent.
- 02
Production Managers
Use the agent to verify safety standards and material requirements for large runs.
- 03
E-commerce Sellers
Let your agent calculate material costs to help set product pricing.
FAQ
Questions Candle Wax Calculator owners ask.
- 01
How does this MCP help with candle safety?
It uses the validate_fill_safety capability to check if your fill percentage is appropriate for your container type, such as jars or tins, to prevent overflows.
- 02
Can I use this to calculate my profit margins?
While it doesn't calculate profit directly, it provides the batch_cost_estimation capability to find exactly what your wax costs, which is a key part of your margin math.
- 03
What AI clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, or Windsurf.
- 04
Does it handle different types of containers?
Yes, the safety capability is designed to account for different vessel types like jars and tins.
- 05
How do I get the total wax weight for a batch?
You can ask your agent to use the get_wax_requirements capability to find both the total batch weight and the weight per candle.
- 06
How do I calculate the total wax needed for my batch?
You can use the get_wax_requirements capability by providing the container volume, the desired fill percentage, and the total number of candles in your batch.
- 07
Can I check if my fill level is safe for a specific jar?
Yes, the validate_fill_safety capability checks if your intended fill level is within safe bounds for vessel types like jars, tins, or pillars.
- 08
How do I estimate the cost of my wax batch?
Use the batch_cost_estimation capability with the total wax weight and the cost per unit weight to get the total production cost.
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Connect Candle Wax Calculator to Claude, Cursor, ChatGPT & more
