
Connect 3D Box Fitter Estimator 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. Know exactly what fits before you ship a thing.
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 · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through 3D Box Fitter Estimator.
- 01
Check single item compatibility
Verify if one item fits in a container
- 02
Evaluate packing feasibility
Determine if boxes can fit in a container
- 03
Calculate utilization efficiency
Measure space usage efficiency
Real work
What teams actually run
Container Loading Simulation
A freight company needs to know if 50 mixed boxes will fit into a 40-foot container. The MCP runs the full feasibility check.
Warehouse Inventory Check
A warehouse manager needs to stack several different sized items on a pallet. The MCP confirms if the combined footprint is safe.
Shipping Cost Optimization
An e-commerce store needs to pack 10 orders into one shipment. The MCP calculates the utilization efficiency to ensure they don't pay for empty space.
Product Design Review
A product team needs to know if a new, oddly shaped item can fit into existing packaging dimensions.
Automate a task
Put 3D Box Fitter Estimator to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
3D Box Fitter Estimator 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 3D Box Fitter Estimator 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
694ms average. Fast in production.
3D Box Fitter Estimator is checked daily against the live service.
- Fastest day
- 556ms
- Slowest day
- 862ms
- 14-day trend
- Improving-9%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 3D Box Fitter Estimator, so you can see the experience inside your AI.
It does not authenticate your account with 3D Box Fitter Estimator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
3D Box Fitter Estimator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_i0BtLUh2IkZOjuXtlVXLZLkQMhBEfU36VQYpoCLl/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 — 3D Box Fitter Estimator capabilities are ready to use.
{
"mcpServers": {
"3d-box-fitter-estimator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_i0BtLUh2IkZOjuXtlVXLZLkQMhBEfU36VQYpoCLl/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 3D Box Fitter Estimator in Claude and other AIs
Who it's for
Built for the work 3D Box Fitter Estimator owners hand off.
If you plan logistics, manage a warehouse, or run an e-commerce fulfillment center, you need this MCP. It takes the guesswork out of packing, ensuring you maximize every cubic inch of space and avoid costly shipping errors.
- 01
Logistics Manager
Determines if multiple shipments fit into a single container before booking space.
- 02
Warehouse Planner
Optimizes storage layouts and confirms if stacked items meet dimensional requirements.
- 03
E-commerce Fulfillment Specialist
Calculates the best packing arrangement for varied product sizes to minimize shipping costs.
FAQ
Questions 3D Box Fitter Estimator owners ask.
- 01
Does this MCP handle irregular shapes?
The MCP is designed to calculate feasibility for 3D boxes. While it handles complex packing algorithms, you must provide the dimensions of the items as boxes.
- 02
What kind of dimensions does it accept?
You must provide the dimensions for both the container and the individual boxes. The system requires standard length, width, and height measurements.
- 03
Can I check if just one item fits?
Yes. The check_single_item_compatibility capability lets you verify if a single item meets the container's size requirements before running a full simulation.
- 04
Is this capability only for shipping containers?
No. You can use it for any fixed volume, such as pallets, storage bins, or trunks, as long as you provide the correct container dimensions.
- 05
What is 'utilization efficiency'?
It is a percentage that tells you how much of the total available space is actually filled by the boxes. A lower percentage means you're wasting space.
- 06
How does the packing algorithm work?
It uses a 2D layered projection approach, sorting boxes by volume and placing them in layers until the container height is reached.
- 07
Can I check if a single item fits?
Yes, use the check_single_item_compatibility capability for quick verification of one object.
- 08
What inputs are required?
You need the container dimensions (length, width, height) and a list of box dimensions.
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Connect 3D Box Fitter Estimator to Claude, Cursor, ChatGPT & more
