
Connect Refill Product Cost Comparator 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. Calculate the exact economic advantage of refillable packaging.
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.
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 Refill Cost Comparator.
- 01
Compare refill feasibility
This capability compares a single-use product directly against a refillable system to find the cost-per-unit difference.
- 02
Get break even trips
This capability calculates how many refill trips are required for a refillable system to become cheaper than the single-use option.
- 03
Calculate single use unit cost
This capability determines the cost of a single-use product per unit of quantity.
- 04
Calculate refill unit cost
This capability determines the cost of a refillable product per unit of quantity across multiple uses.
Real work
What teams actually run
Switching to Refillables
Determine if moving from plastic bottles to refillable canisters is cost-effective based on projected reuse cycles.
Logistics Costing
Factor in transport costs to see how much shipping affects the unit price of refillable goods.
Sustainability Reporting
Generate hard data on the economic benefits of reducing single-use waste.
Product Development
Compare different packaging configurations during the early design phase of a new product line.
One connector, every AI
Refill Cost Comparator 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 Refill Cost Comparator 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
871ms average. Fast in production.
Refill Cost Comparator is checked daily against the live service.
- Fastest day
- 751ms
- Slowest day
- 1335ms
- 14-day trend
- Improving-27%
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 Refill Cost Comparator, so you can see the experience inside your AI.
It does not authenticate your account with Refill Cost Comparator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Refill Cost Comparator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_uOCv3ZDmVXWKnYZDBbMMqyKg2VmmpEMjr33UcDRf/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 — Refill Cost Comparator capabilities are ready to use.
{
"mcpServers": {
"refill-product-cost-comparator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_uOCv3ZDmVXWKnYZDBbMMqyKg2VmmpEMjr33UcDRf/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 Refill Cost Comparator in Claude and other AIs
Who it's for
Built for the work Refill Cost Comparator owners hand off.
This MCP is built for professionals managing supply chains or sustainability initiatives who need to justify packaging changes with data.
- 01
Supply Chain Analysts
They hand off cost and quantity data to the AI to model new logistics routes.
- 02
Sustainability Managers
They use the capability to prove the economic viability of circular economy projects.
- 03
Packaging Engineers
They provide material and transport factors to compare different container types.
FAQ
Questions Refill Cost Comparator owners ask.
- 01
What is the difference between single-use and refillable unit costs?
Single-use costs focus on the immediate price per unit, while refillable costs account for the container price spread across multiple uses.
- 02
Can I include transport costs in the comparison?
Yes, you can provide a transport factor to ensure the economic model includes logistics impacts.
- 03
How do I find out when a refillable system becomes profitable?
Use the get_break_even_trips capability to find the exact number of trips required to beat single-use pricing.
- 04
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 05
Does this MCP require me to host anything?
No, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect.
- 06
How does the capability account for container deposits?
The calculate_refill_unit_cost capability accepts an optional containerDeposit parameter, which is included in the total cost calculation for the refillable system.
- 07
What is a transport factor?
The transport factor is a multiplier used to adjust costs based on the logistics and movement of goods, which can differ significantly between single-use and refillable models.
- 08
Can I find out when refilling becomes cheaper than buying single-use?
Yes, you can use the get_break_even_trips capability to calculate the minimum number of refill cycles required for the refillable system to be more economical than the single-use option.
Explore
More in Logistics
Refill Station Route Comparator AI Connector
Compares refill routes using a unified cost index based on distance, transport mode, and time.
ViewWine Packaging Cost Optimizer AI Connector
Optimize wine packaging costs while maintaining brand perception and sustainability.
ViewCost-per-Bag Calculator AI Connector
Estimate agricultural production costs per unit of yield and benchmark against regional averages.
ViewWater Heater Comparator AI Connector
Compare the operational costs and carbon footprint of electric, gas, and solar thermal water heating systems.
View
Suggestions
Product Cost Total AI Connector
Aggregate and audit cumulative costs for product components and inventory.
ViewLifting Cost Calculator AI Connector
Calculate production costs per barrel, analyze cost trends, and benchmark performance.
ViewLight Bulb Lifecycle Comparator AI Connector
Evaluate the total cost of ownership and energy efficiency for different lighting technologies.
ViewCommuter Mode Cost Comparator AI Connector
Compare commuting costs and travel time efficiency across different modes.
View
Connect Refill Cost Comparator to Claude, Cursor, ChatGPT & more
