What can this MCP calculate?

It calculates shelf fit, item orientation for maximum density, total shelving requirements, and wasted space analysis.

Which AI clients can use this MCP?

You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

How does it help with retail space?

It helps you figure out exactly how many products fit on a shelf and how many shelves you need for your total inventory.

Can it optimize how I place items?

Yes, the optimization capability finds the best rotation for an item to maximize the number of units that fit on a shelf.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.

How does the capability account for spacing?

The calculate_shelf_fit capability treats spacing as a mandatory buffer around each item and between items and the shelf walls to ensure physical clearance.

Can I find the best way to rotate my items?

Yes, use optimize_item_orientation to evaluate all 3D rotations and identify the configuration that maximizes the total item count.

How do I plan for a large collection?

Use calculate_multi_shelf_requirement by providing the total number of items and the capacity per shelf to determine the total number of shelves needed.

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Connect Collection Display Capacity Planner to your AI

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. Plan your retail shelving and item layouts 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.

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.

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 Collection Display Capacity Planner.

01
Calculate multi shelf requirement
This capability calculates the total number of shelves you need to hold a specific quantity of items.
02
Calculate shelf fit
Use this to determine exactly how many items of a specific size and orientation fit onto a single shelf.
03
Get buffer analysis
This capability analyzes how much empty or wasted space exists on a shelf relative to the size of your items.
04
Optimize item orientation
This capability finds the best rotation for an item to maximize the total number of units that fit on a shelf.

Real work

What teams actually run

New Product Launches

Calculate how many units of a new product will fit on existing retail shelves.

Warehouse Restocking

Determine the total number of shelves required before a large shipment arrives.

Display Optimization

Find the best way to rotate items to fit more stock on a single display unit.

Space Auditing

Check how much empty space is left on shelves to improve storage efficiency.

One connector, every AI

Collection Display Capacity 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.

Building your own app? The connector is yours to use.

You don't need a client to put Collection Display Capacity 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

931ms average. Fast in production.

Collection Display Capacity Planner is checked daily against the live service.

Daily averagePeak 1043ms

Oct 3Today

Fastest day: 742ms
Slowest day: 1043ms
14-day trend: Stable+2%

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 Collection Display Capacity Planner, so you can see the experience inside your AI.

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

Collection Display Capacity Planner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mhKJcYFGjoooivjPhZWzxUO9473jz8VeCoUWSqxy/mcp

Claude 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 — Collection Display Capacity Planner capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "collection-display-capacity-planner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mhKJcYFGjoooivjPhZWzxUO9473jz8VeCoUWSqxy/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 Collection Display Capacity Planner in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Collection Display Capacity Planner owners hand off.

This MCP is built for professionals managing physical inventory and retail environments.

01
Retail Managers
They hand off product dimensions to the AI to plan floor displays.
02
Warehouse Coordinators
They use the AI to calculate total shelf needs for incoming shipments.
03
Collection Curators
They use the capability to optimize the layout of display cases for specific items.

FAQ

Questions Collection Display Capacity Planner owners ask.

01
What can this MCP calculate?
It calculates shelf fit, item orientation for maximum density, total shelving requirements, and wasted space analysis.
02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
03
How does it help with retail space?
It helps you figure out exactly how many products fit on a shelf and how many shelves you need for your total inventory.
04
Can it optimize how I place items?
Yes, the optimization capability finds the best rotation for an item to maximize the number of units that fit on a shelf.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.
06
How does the capability account for spacing?
The calculate_shelf_fit capability treats spacing as a mandatory buffer around each item and between items and the shelf walls to ensure physical clearance.
07
Can I find the best way to rotate my items?
Yes, use optimize_item_orientation to evaluate all 3D rotations and identify the configuration that maximizes the total item count.
08
How do I plan for a large collection?
Use calculate_multi_shelf_requirement by providing the total number of items and the capacity per shelf to determine the total number of shelves needed.

Explore

More in Logistics

Connect Collection Display Capacity Planner to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate multi shelf requirement

Calculate shelf fit

Get buffer analysis

Optimize item orientation

What teams actually run

New Product Launches

Warehouse Restocking

Display Optimization

Space Auditing

Building your own app? The connector is yours to use.

Collection Display Capacity Planner Connector

Claude Desktop

Retail Managers

Warehouse Coordinators

Collection Curators

What can this MCP calculate?

Which AI clients can use this MCP?

How does it help with retail space?

Can it optimize how I place items?

Do I need to host this myself?

How does the capability account for spacing?

Can I find the best way to rotate my items?

How do I plan for a large collection?

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