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.

Coffee Drying Kinetics Model MCP Connector for Claude

A+

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

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

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.

coffeedryingkineticsquality-controlagriculture-tech

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/mcp

② Claude Code (terminal)

claude mcp add --transport http coffee-drying-kinetics-model https://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "coffee-drying-kinetics-model": {
      "url": "https://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/mcp"
    }
  }
}

Get full access on Vinkius

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