MCP For Claude Marketplace
Glass Composition Calculator

Glass Composition Calculator MCP Connector for Claude

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Predict glass properties and calculate batch formulations.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides specialized tools for glass manufacturing and material science. It allows AI agents to calculate precise batch formulations from target oxide compositions using get_batch_formulation. Users can predict physical behaviors such as flow resistance with calculate_viscosity, estimate thermal expansion via predict_thermal_properties, and evaluate the stability of chemical mixes with analyze_composition_stability to prevent unwanted crystallization.

glasschemistrymaterials-sciencemanufacturingphysics

4 tools expose this connector's capabilities to your AI agent.

calculate_viscosity

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

analyze_composition_stability

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

get_batch_formulation

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

predict_thermal_properties

Estimates the thermal expansion behavior of the glass

See how to talk to your AI agent using Glass Composition Calculator.

Calculate the batch formulation for a composition of 70% SiO2 and 30% Na2O using standard sand and soda ash.

To achieve 70% SiO2 and 30% Na2O, you will need 145.2kg of Sand and 62.8kg of Soda Ash for a total batch weight of 208.0kg.

What is the viscosity of a glass with 75% SiO2 at 1200 degrees Celsius?

The predicted viscosity at 1200°C for this composition is 4.52 Pa·s.

Is a composition of 80% SiO2 and 20% CaO stable?

The stability score is 0.92, indicating a highly stable glass with no significant risk of devitrification.

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

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