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Connect Shelf Capacity Calculator 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. Get exact counts for how many items fit on your shelves.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Shelf Capacity Calculator.

  1. 01

    Calculate shelf capacity

    This capability finds the maximum number of whole objects that fit on a shelf and calculates the remaining empty space.

  2. 02

    Compare shelf configurations

    Use this to test two different shelf setups against each other to see which one holds more items.

  3. 03

    Get capacity report

    This capability generates a detailed summary of how much a specific shelf configuration is being utilized.

  4. 04

    Validate shelf dimensions

    This capability checks if your proposed shelf dimensions are physically capable of holding the objects you have in mind.

Real work

What teams actually run

01

Warehouse Optimization

Calculate how many pallets or bins can fit in a new racking section.

02

Retail Planning

Determine the exact number of units that can sit on a storefront shelf.

03

Home Organization

Check if a new bookshelf can hold a specific collection of items.

04

Inventory Auditing

Compare current shelf utilization against theoretical maximum capacity.

One connector, every AI

Shelf Capacity 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Shelf Capacity 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

896ms average. Fast in production.

Shelf Capacity Calculator is checked daily against the live service.

Daily averagePeak 1104ms
Oct 8Today
Fastest day
720ms
Slowest day
1104ms
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 Shelf Capacity Calculator, so you can see the experience inside your AI.

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

Shelf Capacity Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ncvGHRcGmDtwcauhQrjuPMsWbHBQCvYgt5pmxfpX/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Shelf Capacity Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "shelf-capacity-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ncvGHRcGmDtwcauhQrjuPMsWbHBQCvYgt5pmxfpX/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 Shelf Capacity Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Shelf Capacity Calculator owners hand off.

This MCP is built for professionals managing physical goods and space. You hand off the math to your agent so you can focus on layout design.

  • 01

    Warehouse Managers

    They ask the agent to calculate bin capacity and shelf utilization.

  • 02

    Retail Merchandisers

    They use it to plan how many products fit on display shelves.

  • 03

    Inventory Specialists

    They verify if new stock will fit into existing storage configurations.

FAQ

Questions Shelf Capacity Calculator owners ask.

  • 01

    Can this MCP handle non-rectangular objects?

    The current capabilities focus on width and length dimensions to determine how many whole objects fit in a linear or spatial arrangement.

  • 02

    How do I use this with Claude or Cursor?

    You connect to the MCP through the Vinkius platform, which hosts the capability. Once connected, your client can call the capabilities directly through the standard protocol.

  • 03

    Does it account for empty space?

    Yes, the calculate_shelf_capacity capability specifically identifies the amount of leftover space after the objects are placed.

  • 04

    Can I compare two different shelf sizes?

    Yes, you can use the compare_shelf_configurations capability to see which setup accommodates more items.

  • 05

    What happens if my objects are wider than my shelf?

    The validate_shelf_dimensions capability will flag the configuration as not viable.

  • 06

    How is capacity calculated?

    Capacity is the largest integer of whole objects that can fit within the total shelf length without exceeding it.

  • 07

    Can I compare two different shelf setups?

    Yes, you can use compare_shelf_configurations to see which setup accommodates more objects or has more remaining space.

  • 08

    What happens if the object is wider than the shelf?

    The capability will return an error indicating that the configuration is not physically viable.

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