MCP For Claude Marketplace
Soil Organic Matter Model

Soil Organic Matter Model MCP Connector for Claude

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Predictive modeling for soil organic matter dynamics and carbon sequestration.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides a predictive modeling engine to simulate the accumulation, decomposition, and steady-state levels of Soil Organic Matter (SOM). It allows AI agents to calculate annual SOM changes using calculate_annual_som_change, estimate long-term equilibrium with predict_steady_state, quantify carbon capture via get_carbon_sequestration_rate, and assess soil health through evaluate_productivity_impact. It is designed to help agricultural planners and environmental scientists model the impact of tillage, climate, and residue management on soil health.

soilcarbonagricultureecologymodeling

4 tools expose this connector's capabilities to your AI agent.

calculate_annual_som_change

Determines the net change in SOM percentage for a single year

get_carbon_sequestration_rate

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

evaluate_productivity_impact

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

predict_steady_state

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

See how to talk to your AI agent using Soil Organic Matter Model.

Calculate the annual SOM change for a soil starting at 3% SOM, with 5 units of residue at a 25 C:N ratio, medium tillage, and temperate climate factors (temp: 1.0, moisture: 1.0).

The net annual SOM change is 0.15%, resulting in a new SOM percentage of 3.15%.

What will be the steady-state SOM level if I maintain a 2% residue input and medium tillage in a tropical climate?

The predicted equilibrium SOM level is 2.45%, and it will take approximately 12 years to reach this state.

How much carbon is sequestered per hectare if the annual SOM change is 0.2% in a soil with 1.3 g/cm3 density and 20cm depth?

The total carbon sequestered is 5.2 metric tons per hectare per year.

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

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