• PASS
  • FAIL
  • MANUAL
  • DATA

How to automate spatial fit validation with your AI

Connect this MCP to your AI client to run geometry checks on your production orders. It handles the math so you don't have to manually sketch layouts.

Ask AI about this page

Short answer

Can my AI check if these items fit in this box?

Yes. Your AI uses the 2D Guillotine Packer to run geometric calculations against your container dimensions and item list. You get a clear pass or fail result and a layout plan.

Where every result lands.

The outcomes of a fit check.

The AI processes your dimensions and delivers these specific results.

PASS

Validated layouts

The AI confirms the items fit and provides the coordinates for the best arrangement. You can move straight to production.

FAIL

Constraint alerts

If the items won't fit, the AI identifies the mismatch. You'll know exactly which dimensions are causing the conflict.

MANUAL

Human review needed

If the fit is too tight or violates specific material constraints, the AI flags it for you to inspect manually.

DATA

Dimension logs

The AI outputs the final calculated footprint and item orientation. Use this to update your inventory or shipping records.

The workflow

What your AI does when the dimensions arrive.

The AI handles the heavy lifting of geometric nesting and compatibility checks.

  1. Check compatibility

    The AI first looks at your list of items and the target container to see if the total area and individual shapes are even possible to pack.

    validate_item_compatibility

  2. Calculate nesting

    Once compatibility is confirmed, the AI runs the actual packing algorithm to find the most efficient way to arrange the rectangles.

    pack_rectangles

  3. Verify constraints

    The AI re-runs the math to ensure no items overlap and everything stays within the container boundaries.

    pack_rectangles

  4. Report results

    The AI summarizes the fit status and provides the final spatial data for your production team.

    validate_item_compatibility

Try it

Copy these to start.

Use these prompts to trigger a fit check immediately.

Starting points

Swap the bracketed text with your actual container and item measurements.

2D Guillotine Packer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_QE7g1HY0ehCZ2CR6LMkpqQ3mw9PuboVh52TfHu6g/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 — 2D Guillotine Packer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "2d-guillotine-packer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QE7g1HY0ehCZ2CR6LMkpqQ3mw9PuboVh52TfHu6g/mcp"
    }
  }
}
Copy into chat04

  • Check if these items fit in a 1200x800 container: [item list with dimensions].

  • Validate the compatibility of these rectangular parts for a [container size] sheet.

  • Run a pack check for these 5 items: [dimensions] into a [container size] box.

  • Can I fit a [item 1 dimension] and a [item 2 dimension] inside a [container dimension] area?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect 2D Guillotine Packer once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start asking about dimensions right away.

Connect 2D Guillotine Packer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my physical container size?

    No. The AI only calculates fits based on the dimensions you provide.

  • 02

    Does the AI handle circular or irregular shapes?

    No. This specific tool is designed for rectangular items and containers.

  • 03

    Will the AI automatically send the layout to my printer?

    No. The AI provides the data and the layout, but you must trigger the actual production or printing yourself.

  • 04

    Can I ask the AI to optimize for the least amount of waste?

    Yes. You can instruct your agent to find the most efficient packing arrangement using the available tools.

  • 05

    Does the AI remember my previous container sizes?

    The AI only knows what is in your current chat context or provided files; it doesn't store a permanent database of your dimensions.

  • More questions about 2D Guillotine Packer? The Connector page answers them. See everything the 2D Guillotine Packer Connector can do

Connect 2D Guillotine Packer to Claude, Cursor, ChatGPT & more