How do I use this MCP with my AI client?

You connect it once through Vinkius to your compatible client like Claude or Cursor. Once connected, your agent can immediately use the capabilities.

Can the AI tell me if my closet is too full?

Yes. The get_utilization_status capability translates percentages into human readable status categories.

Will this help me avoid overfilling my storage?

Yes. You can use the validate_capacity_constraints capability to check if a set of items will fit before you try to store them.

What kind of data does the MCP need?

The capabilities primarily work with volume units and current usage levels to calculate percentages and capacity.

Does this MCP require any setup?

No. Vinkius hosts and manages the MCP, so you just connect your client and start working.

How can I check if my new clothes will fit in my closet?

You can use the validate_capacity_constraints capability by providing the total closet volume, the volume already occupied, and the volume of the new items.

What metrics does this capability provide?

The get_utilization_metrics capability provides the used volume percentage and the free capacity percentage.

How do I know if my closet is overcrowded?

Use the get_utilization_status capability. It translates usage percentages into labels like 'Empty', 'Functional', 'Full', or 'Overcrowded'.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Closet Utilization 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 precise measurements for your storage space and capacity.

Ask AI about this Connector

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.

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 Closet Utilization Calculator.

01
Get storage efficiency summary
This capability provides a high level report of both used and free space volumes.
02
Get utilization metrics
Use this to calculate the specific used and free space percentages for a closet.
03
Get utilization status
This capability converts raw utilization percentages into easy to understand status categories.
04
Validate capacity constraints
Your agent uses this to check if a specific set of items will fit in a given space.

Real work

What teams actually run

Moving Planning

Check if your current storage capacity can handle the items you are moving into a new space.

Inventory Audits

Run efficiency summaries to see how much space is being wasted in a storage unit.

Closet Reorganization

Use capacity constraints to see if a new organizational system will fit your belongings.

Space Optimization

Identify closets that are underutilized or over capacity using status updates.

One connector, every AI

Closet Utilization 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.

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

You don't need a client to put Closet Utilization 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

840ms average. Fast in production.

Closet Utilization Calculator is checked daily against the live service.

Daily averagePeak 1167ms

Oct 8Today

Fastest day: 689ms
Slowest day: 1167ms
14-day trend: Improving-15%

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 Closet Utilization Calculator, so you can see the experience inside your AI.

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

Closet Utilization Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5yvTNaj5fuA3ba1sTIuzRQ1BILs34JmVCqAmh95s/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 — Closet Utilization Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "closet-utilization-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5yvTNaj5fuA3ba1sTIuzRQ1BILs34JmVCqAmh95s/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 Closet Utilization Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Closet Utilization Calculator owners hand off.

This is for anyone managing physical inventory or organizational spaces through an AI agent.

01
Professional Organizers
They hand off volume measurements to the AI to plan client closet layouts.
02
Warehouse Managers
They use the agent to verify if incoming stock fits in designated areas.
03
Home Organizers
They use the capability to track storage efficiency in residential spaces.

FAQ

Questions Closet Utilization Calculator owners ask.

01
How do I use this MCP with my AI client?
You connect it once through Vinkius to your compatible client like Claude or Cursor. Once connected, your agent can immediately use the capabilities.
02
Can the AI tell me if my closet is too full?
Yes. The get_utilization_status capability translates percentages into human readable status categories.
03
Will this help me avoid overfilling my storage?
Yes. You can use the validate_capacity_constraints capability to check if a set of items will fit before you try to store them.
04
What kind of data does the MCP need?
The capabilities primarily work with volume units and current usage levels to calculate percentages and capacity.
05
Does this MCP require any setup?
No. Vinkius hosts and manages the MCP, so you just connect your client and start working.
06
How can I check if my new clothes will fit in my closet?
You can use the validate_capacity_constraints capability by providing the total closet volume, the volume already occupied, and the volume of the new items.
07
What metrics does this capability provide?
The get_utilization_metrics capability provides the used volume percentage and the free capacity percentage.
08
How do I know if my closet is overcrowded?
Use the get_utilization_status capability. It translates usage percentages into labels like 'Empty', 'Functional', 'Full', or 'Overcrowded'.

Explore

More in Productivity

Connect Closet Utilization Calculator 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

Get storage efficiency summary

Get utilization metrics

Get utilization status

Validate capacity constraints

What teams actually run

Moving Planning

Inventory Audits

Closet Reorganization

Space Optimization

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

Closet Utilization Calculator Connector

Claude Desktop

Professional Organizers

Warehouse Managers

Home Organizers

How do I use this MCP with my AI client?

Can the AI tell me if my closet is too full?

Will this help me avoid overfilling my storage?

What kind of data does the MCP need?

Does this MCP require any setup?

How can I check if my new clothes will fit in my closet?

What metrics does this capability provide?

How do I know if my closet is overcrowded?

Closet Space Geometry Calculator AI Connector

Storage Box Capacity Calculator AI Connector

Closet Storage Layout Planner AI Connector

Grocery Storage Capacity Manager AI Connector

Suggestions

Storage Utilization Utility AI Connector

Warehouse Capacity Calculator AI Connector

Backup Storage Capacity Forecast AI Connector

Tank Storage Capacity Planning AI Connector