# Ceramic Formulation Calculator AI Agent Connect

> Design ceramic batches and glazes by calculating oxide profiles, thermal expansion, and sintering temperatures.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_olfNyPDYFSXVUBWmNd8YHwqriI0BFNn9r0HSnOEg/ai-agent-connect
- **Tags:** ceramics, materials-science, glaze-design, oxide-profiles, thermal-expansion

## Description

This MCP server provides specialized tools for ceramic engineers to design precise material formulations. Use `calculate_batch_composition` to determine the exact raw material weights needed for a target oxide profile. Evaluate glaze-to-body fit using `calculate_glaze_compatibility` to prevent defects like crazing. Predict densification behavior with `predict_sintering_temperature` and calculate the Coefficient of Thermal Expansion (CTE) via `calculate_thermal_expansion` to ensure physical stability in ceramic products.

## Tools

### calculate_batch_composition
Determines the necessary quantities of raw materials to achieve a specific target oxide profile

### calculate_glaze_compatibility
Evaluates if a proposed glaze formulation is chemically and physically compatible with a ceramic body

### calculate_thermal_expansion
Calculates the Coefficient of Thermal Expansion (CTE) for a given chemical formulation

### predict_sintering_temperature
Estimates the temperature at which a specific formulation will undergo significant densification

## Prompt Examples

**Prompt:** 
```
Calculate the batch composition for a target profile of 60% SiO2 and 40% Al2O3 using Kaolin (45% SiO2, 45% Al2O3) and Quartz (95% SiO2).
```

**Response:** 
```
To achieve a 60/40 SiO2/Al2O3 profile, you need 80.0 units of Kaolin and 20.0 units of Quartz.
```

**Prompt:** 
```
What is the thermal expansion for a mixture containing 70% SiO2 and 30% CaO?
```

**Response:** 
```
The calculated Coefficient of Thermal Expansion (CTE) for this formulation is 6.5 x 10^-6 /°C.
```

**Prompt:** 
```
Predict the sintering temperature for a profile with 60% SiO2, 20% Al2O3, and 20% Na2O with a flux intensity of 0.8.
```

**Response:** 
```
The estimated sintering temperature is 1150°C with a sintering range of 1120°C - 1180°C.
```

## Frequently Asked Questions

**How do I calculate the raw materials needed for a specific recipe?**
Use the `calculate_batch_composition` tool. You must provide the target oxide profile (e.g., SiO2, Al2O3 percentages) and a list of your available raw materials.

**Can I check if my glaze will crack on my ceramic body?**
Yes, use `calculate_glaze_compatibility` to compare the oxide profiles of your glaze and body. It will return a risk level and the CTE mismatch to help prevent crazing.

**How is the sintering temperature estimated?**
The `predict_sintering_temperature` tool estimates densification temperatures based on the oxide profile and the concentration of fluxing agents present in the mix.