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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Soil Organic Matter Model with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predictive modeling for soil organic matter dynamics and carbon sequestration.

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 Soil Organic Matter Model capability set.

These are the exact actions your AI can choose when you ask it to work with Soil Organic Matter Model.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Soil Organic Matter Model.

  1. 01

    Calculate annual som change

    Determines the net change in SOM percentage for a single year

  2. 02

    Evaluate productivity impact

    Translates SOM changes into a qualitative and quantitative assessment of soil productivity

  3. 03

    Get carbon sequestration rate

    Quantifies the efficiency of a management practice in capturing atmospheric carbon into the soil

  4. 04

    Predict steady state

    Estimates the long-term equilibrium SOM level under a constant management regime

Observed, not estimated

805ms average. Fast in production.

Soil Organic Matter Model is checked daily against the live service.

Daily averagePeak 875ms
Aug 27Today
Fastest day
750ms
Slowest day
875ms
14-day trend
Stable+4%

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 Soil Organic Matter Model, so you can see the experience inside your AI.

It does not authenticate your account with Soil Organic Matter Model. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Soil Organic Matter Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_pvwLh4LvsvF94wVR7g8C8Sz2yU2mYGzZeO5UDYY7/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 — Soil Organic Matter Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "soil-organic-matter-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_pvwLh4LvsvF94wVR7g8C8Sz2yU2mYGzZeO5UDYY7/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 Soil Organic Matter Model owners ask.

  • 01

    How can I predict the long-term stability of my soil?

    You can use the predict_steady_state capability to estimate the long-term equilibrium SOM level under your current management regime.

  • 02

    Can this model calculate carbon sequestration?

    Yes, the get_carbon_sequestration_rate capability quantifies the mass of carbon sequestered per hectare per year based on SOM changes and soil properties.

  • 03

    How does tillage affect the model results?

    Tillage intensity is a key input for calculate_annual_som_change. Higher intensity increases the decomposition rate, which can reduce the net SOM change.

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