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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Woodworking Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Minimize lumber waste with deterministic 1D bin packing for cutting plans.

Included with plan

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Woodworking Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Woodworking Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Woodworking Optimizer.

  1. 01

    Calculate material efficiency

    Compares the total useful wood against the total wood consumed to determine yield

  2. 02

    Cut list optimizer

    Generates an optimized cutting plan to minimize waste using available lumber

  3. 03

    Validate cut plan

    Verifies if a specific proposed cutting sequence is physically possible given the constraints

Observed, not estimated

775ms average. Fast in production.

Woodworking Optimizer is checked daily against the live service.

Daily averagePeak 916ms
Aug 27Today
Fastest day
714ms
Slowest day
916ms
14-day trend
Slowing+10%

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 Woodworking Optimizer, so you can see the experience inside your AI.

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

Woodworking Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_CksHzgmu1YAzjfajS30MVUZLKPP0sgFAQtzUnZ2r/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 — Woodworking Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "woodworking-cut-list-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_CksHzgmu1YAzjfajS30MVUZLKPP0sgFAQtzUnZ2r/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 Woodworking Optimizer owners ask.

  • 01

    How does the optimizer handle saw kerf?

    The cut_list_optimizer capability automatically includes the specified kerfWidth between every piece cut, ensuring the total length used never exceeds the actual board length.

  • 02

    Can I verify a manual cutting plan?

    Yes, you can use the validate_cut_plan capability to check if a specific sequence of cuts is physically possible given your board length and saw kerf.

  • 03

    What is material yield?

    Material yield is the percentage of total available wood that becomes usable pieces. You can calculate this using calculate_material_efficiency.

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