Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Grain Direction Restrictor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Enforce material grain orientation constraints for precise plywood cutting and bin packing.

Included with plan

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Grain Direction Restrictor capability set.

These are the exact actions your AI can choose when you ask it to work with Grain Direction Restrictor.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Grain Direction Restrictor.

  1. 01

    Validate single piece

    Verifies if a single piece fits within stock dimensions

  2. 02

    Evaluate batch constraints

    Scans a batch of pieces for maximum required dimensions and invalidity

  3. 03

    Get oriented dimensions

    Calculates the effective footprint of a piece based on grain orientation

Observed, not estimated

644ms average. Fast in production.

Grain Direction Restrictor is checked daily against the live service.

Daily averagePeak 857ms
Aug 20Today
Fastest day
501ms
Slowest day
857ms
14-day trend
Slowing+14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Grain Direction Restrictor, so you can see the experience inside your AI.

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

Grain Direction Restrictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zvZCScYQNLRIn9mi8beHHsmMmon9Y3wFb7DN6oe8/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 — Grain Direction Restrictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "grain-direction-restrictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zvZCScYQNLRIn9mi8beHHsmMmon9Y3wFb7DN6oe8/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

FAQ

Questions Grain Direction Restrictor owners ask.

  • 01

    How does the capability handle vertical grain orientation?

    When grainDirection is set to 'vertical', the capability swaps the piece's width and length mapping. The intrinsic width is checked against the stock length, and the intrinsic length is checked against the stock width.

  • 02

    Can I use this for standard bin packing without grain constraints?

    While you can set all pieces to a single orientation, this capability is specifically built to enforce the restriction that prevents rotation. If you need free rotation, you would typically use a different optimization engine.

  • 03

    What happens if a piece exceeds the stock dimensions?

    The validate_single_piece capability will return a failure status with an error message indicating whether the oriented width or length exceeded the available stock limits.

Explore

More in Optimization

Suggestions