How does the MCP determine if furniture fits?

It evaluates the dimensions of the object against the doorway limits and tests different orientations to find a path through.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

What happens if my measurements are impossible?

The validate_dimensions capability will check your inputs to ensure they are physically plausible before performing calculations.

Does it suggest how to turn the furniture?

Yes, the find_optimal_orientation capability specifically identifies the best way to rotate an item to maximize clearance.

Will it tell me why a piece won't fit?

Yes, the compare_clearance capability identifies the specific measurement bottlenecks that prevent the item from passing through.

How does the capability determine if the furniture fits?

The capability uses get_fit_status to check all possible orientations (upright, on its side, or on its end) to see if any combination of dimensions is less than or equal to the doorway's width and height.

Can I use different units of measurement?

Yes, as long as all dimensions provided for both the furniture and the doorway use the same unit (e.g., all in centimeters or all in inches).

What happens if the furniture is too large?

If the furniture cannot fit, the capability identifies the limiting dimension and provides a reason why it failed to pass through the opening.

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Connect Furniture Fit Checker to ChatGPT, Claude and Gemini

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. Stop guessing if your new sofa fits through the door.

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 Furniture Fit Checker.

01
Compare clearance
This capability compares furniture dimensions against doorway limits to find specific measurement bottlenecks.
02
Find optimal orientation
This capability identifies the best way to rotate and position furniture to maximize the chance of it fitting through an opening.
03
Get fit status
This capability provides a quick yes or no answer regarding whether a piece of furniture can pass through a specific doorway.
04
Validate dimensions
This capability checks that all provided measurements are physically plausible and logically consistent before running calculations.

Real work

What teams actually run

Pre-purchase Verification

Check if a couch you found online will actually fit through your front door before you click buy.

Moving Day Planning

Determine if a large wardrobe can be maneuvered through narrow hallways or doors.

Space Optimization

Find the best way to tilt or turn an object to get it into a tight room.

Delivery Logistics

Verify if a delivery team will be able to get a heavy item inside a building.

One connector, every AI

Furniture Fit Checker 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 Furniture Fit Checker 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

761ms average. Fast in production.

Furniture Fit Checker is checked daily against the live service.

Daily averagePeak 761ms

Oct 11Today

Fastest day: 761ms
Slowest day: 761ms
14-day trend: Stable0%

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 Furniture Fit Checker, so you can see the experience inside your AI.

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

Furniture Fit Checker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Aqyr5T1AvPC18QqPDNz0aR4I73BkCR3XA6O8ehUw/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 — Furniture Fit Checker capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "furniture-fit-checker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Aqyr5T1AvPC18QqPDNz0aR4I73BkCR3XA6O8ehUw/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 Furniture Fit Checker in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Furniture Fit Checker owners hand off.

This MCP is built for anyone managing physical spaces or moving large items through restricted openings.

01
Interior Designers
They hand off furniture specs to the AI to ensure pieces fit in client homes.
02
Moving Professionals
They use the capability to plan routes and avoid stuck items during a move.
03
Homeowners
They check dimensions before purchasing new furniture online.

FAQ

Questions Furniture Fit Checker owners ask.

01
How does the MCP determine if furniture fits?
It evaluates the dimensions of the object against the doorway limits and tests different orientations to find a path through.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
03
What happens if my measurements are impossible?
The validate_dimensions capability will check your inputs to ensure they are physically plausible before performing calculations.
04
Does it suggest how to turn the furniture?
Yes, the find_optimal_orientation capability specifically identifies the best way to rotate an item to maximize clearance.
05
Will it tell me why a piece won't fit?
Yes, the compare_clearance capability identifies the specific measurement bottlenecks that prevent the item from passing through.
06
How does the capability determine if the furniture fits?
The capability uses get_fit_status to check all possible orientations (upright, on its side, or on its end) to see if any combination of dimensions is less than or equal to the doorway's width and height.
07
Can I use different units of measurement?
Yes, as long as all dimensions provided for both the furniture and the doorway use the same unit (e.g., all in centimeters or all in inches).
08
What happens if the furniture is too large?
If the furniture cannot fit, the capability identifies the limiting dimension and provides a reason why it failed to pass through the opening.

Explore

More in Utility

Connect Furniture Fit Checker 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

Compare clearance

Find optimal orientation

Get fit status

Validate dimensions

What teams actually run

Pre-purchase Verification

Moving Day Planning

Space Optimization

Delivery Logistics

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

Furniture Fit Checker Connector

Claude Desktop

Interior Designers

Moving Professionals

Homeowners

How does the MCP determine if furniture fits?

Can I use this with Claude or Cursor?

What happens if my measurements are impossible?

Does it suggest how to turn the furniture?

Will it tell me why a piece won't fit?

How does the capability determine if the furniture fits?

Can I use different units of measurement?

What happens if the furniture is too large?

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