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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Coffee Drying Kinetics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predicts coffee drying duration, moisture risks, and final cup quality.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Coffee Drying Kinetics capability set.

These are the exact actions your AI can choose when you ask it to work with Coffee Drying Kinetics.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Coffee Drying Kinetics.

  1. 01

    Assess moisture gradient risk

    Predicts the likelihood of internal defects caused by uneven drying

  2. 02

    Calculate drying duration

    Estimates the total time required to reach a target moisture level

  3. 03

    Optimize drying parameters

    Suggests adjustments to environmental conditions to maximize quality and minimize time

  4. 04

    Predict cup score

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

Observed, not estimated

799ms average. Fast in production.

Coffee Drying Kinetics is checked daily against the live service.

Daily averagePeak 952ms
Aug 26Today
Fastest day
693ms
Slowest day
952ms
14-day trend
Improving-6%

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 Coffee Drying Kinetics, so you can see the experience inside your AI.

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

Coffee Drying Kinetics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/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 — Coffee Drying Kinetics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "coffee-drying-kinetics-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_kbIUmBxqPEiAPzkDzFU9cDsLnuk70oIW0tJ0v8Hw/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 Coffee Drying Kinetics owners ask.

  • 01

    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.

  • 02

    Does this model work for both cherry and parchment coffee?

    Yes, the predict_cup_score capability specifically accounts for the substrateType, distinguishing between cherry and parchment drying kinetics.

  • 03

    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.

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