# Coffee Drying Kinetics Model AI Agent Connect

> Predicts coffee drying duration, moisture risks, and final cup quality.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/ai-agent-connect
- **Tags:** coffee, drying, kinetics, quality-control, agriculture-tech

## Description

This MCP server provides precise kinetic modeling for coffee bean drying. It allows agents to calculate drying times using `calculate_drying_duration`, assess the risk of case hardening with `assess_moisture_gradient_risk`, forecast quality via `predict_cup_score`, and find optimal environmental settings through `optimize_drying_parameters`. It is designed to prevent defects like stinker beans by managing moisture gradients across different substrates like cherry and parchment.

## Tools

### assess_moisture_gradient_risk
Predicts the likelihood of internal defects caused by uneven drying

### calculate_drying_duration
Estimates the total time required to reach a target moisture level

### optimize_drying_parameters
Suggests adjustments to environmental conditions to maximize quality and minimize time

### predict_cup_score
Forecasts the quality of the final product based on the drying profile

## Prompt Examples

**Prompt:** 
```
How long will it take to dry coffee from 60% to 12% moisture using mechanical drying at 40°C with 2m/s airflow and 5cm bean depth?
```

**Response:** 
```
It will take approximately 34.5 hours to reach the target moisture level.
```

**Prompt:** 
```
What is the risk of defects if I have 25% moisture, 45°C temperature, and 10cm bean depth?
```

**Response:** 
```
The risk level is high due to the significant moisture gradient at this depth and temperature.
```

**Prompt:** 
```
Suggest optimal parameters for drying parchment at 15% moisture towards 11% with current 35°C and 1m/s airflow.
```

**Response:** 
```
To prioritize quality, maintain a temperature of 32°C and increase airflow to 1.5m/s.
```

## Frequently Asked Questions

**How can I prevent stinker beans during drying?**
You can use `assess_moisture_gradient_risk` to monitor the risk of case hardening and `optimize_drying_parameters` to adjust temperature and airflow to maintain a stable drying rate.

**Does this model work for both cherry and parchment coffee?**
Yes, the `predict_cup_score` tool specifically accounts for the `substrateType`, distinguishing between cherry and parchment drying kinetics.

**Can I estimate the total drying time?**
Yes, by using `calculate_drying_duration`, you can estimate the hours required based on initial moisture, target moisture, and the drying method used.