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Use Glass Composition Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict glass properties and calculate batch formulations.

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 · 4 capabilities

The complete Glass Composition Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Glass Composition Calculator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Glass Composition Calculator.

  1. 01

    Calculate viscosity

    Predicts the flow resistance of a specific glass composition at a specific temperature

  2. 02

    Analyze composition stability

    Evaluates if a specific oxide mix will form a stable glass or a crystalline material

  3. 03

    Get batch formulation

    Converts a target oxide percentage composition into a practical raw material recipe

  4. 04

    Predict thermal properties

    Estimates the thermal expansion behavior of the glass

Observed, not estimated

799ms average. Fast in production.

Glass Composition Calculator is checked daily against the live service.

Daily averagePeak 969ms
Aug 29Today
Fastest day
753ms
Slowest day
969ms
14-day trend
Improving-22%

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 Glass Composition Calculator, so you can see the experience inside your AI.

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

Glass Composition Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_axcFp5TQVvMWyFmanWUT62puhn53Om8Eq9YN8pHF/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 — Glass Composition Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "glass-composition-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_axcFp5TQVvMWyFmanWUT62puhn53Om8Eq9YN8pHF/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 Glass Composition Calculator owners ask.

  • 01

    How do I calculate a raw material recipe?

    Use the get_batch_formulation capability by providing your target oxide percentages and the available raw materials in your inventory.

  • 02

    Can I predict how the glass will expand?

    Yes, the predict_thermal_properties capability estimates the coefficient of thermal expansion and the glass transition temperature.

  • 03

    How is viscosity determined?

    The calculate_viscosity capability predicts flow resistance based on the oxide composition and the specific target temperature provided.

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