• OPTIMIZED
  • METRICS
  • REVISIONS
  • HUMAN

How to automate material cutting layouts with your AI

Connect this MCP to your AI client to turn raw dimensions into optimized cutting patterns. Once connected, your agent handles the math and the geometry.

Ask AI about this page

Short answer

How can I automate my material cutting layouts?

Your AI uses specialized packing tools to arrange rectangular shapes on a sheet with minimal leftover scrap. It calculates the best positions for every piece and provides a density score to show how much material you saved. You get a precise layout plan ready for production.

Where every layout lands.

The outcomes of your request.

Depending on what you ask, your AI delivers one of these four results.

OPTIMIZED

The final layout

The AI provides the exact coordinates for every rectangular piece. You get a clear map of where to cut to minimize waste.

METRICS

Efficiency reports

Your agent calculates how much of the sheet is actually used. This tells you exactly how much scrap you're generating.

REVISIONS

Adjusted patterns

If a layout doesn't fit your needs, the AI re-runs the math with new constraints or different piece sizes.

HUMAN

Manual review

You decide if the mathematical optimum works for your physical cutting machine or if real-world tolerances require a tweak.

The workflow

What your AI does when the dimensions arrive.

The AI moves from raw data to a finished cutting plan through these steps.

  1. Arrange the pieces

    The AI takes your list of rectangular dimensions and finds the best way to nest them together on the sheet.

    pack_rectangles

  2. Check the waste

    After the pieces are placed, the AI measures the ratio of used material to empty space.

    calculate_packing_density

  3. Verify the fit

    The agent checks that every piece stays within the boundaries of your source sheet.

    pack_rectangles

  4. Report efficiency

    The AI summarizes the results so you can compare different layout attempts.

    calculate_packing_density

Try it

Copy these to start.

Paste these prompts into your chat to begin.

Starting points

Replace the bracketed text with your actual sheet and piece dimensions.

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

  • Pack these rectangles onto a 48x96 sheet: [list dimensions here].

  • Calculate the packing density for this layout: [list dimensions and sheet size].

  • Find the most efficient layout for these pieces on a 1200mm x 2400mm sheet: [list dimensions].

  • How much waste will I have if I pack these pieces: [list dimensions] onto a 10x10 sheet?

  • 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 client. Your credentials stay encrypted, and you can start running layouts immediately.

Connect 2D Guillotine Packer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI cut the material for me?

    No. The AI only calculates the mathematical layout. You still have to perform the physical cutting.

  • 02

    Does the AI handle non-rectangular shapes?

    No. This specific tool is built strictly for rectangular pieces and rectangular sheets.

  • 03

    Can I change the sheet size after the layout is done?

    Yes. You can ask your AI to re-run the layout using a different sheet size.

  • 04

    Will the AI save my layout files to my hard drive?

    No. The AI provides the layout data in the chat. You are responsible for saving or exporting the coordinates.

  • 05

    Does it account for the width of the cutting blade?

    No. The current tools calculate the placement of the rectangles themselves, not the kerf or blade width.

  • 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