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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Soil Compaction Model with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict soil compaction, porosity loss, and yield impact from machinery traffic.

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 Compaction Model capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Soil Compaction Model.

  1. 01

    Assess remediation needs

    Suggest specific physical or biological interventions based on the severity of compaction

  2. 02

    Get soil vulnerability profile

    Provide a summarized risk assessment of the soil profile

  3. 03

    Identify critical moisture

    Find the moisture level at which the soil is most vulnerable to compaction

  4. 04

    Predict compaction impact

    Estimate how specific machinery will alter the soil's physical state

Observed, not estimated

853ms average. Fast in production.

Soil Compaction Model is checked daily against the live service.

Daily averagePeak 1015ms
Aug 27Today
Fastest day
688ms
Slowest day
1015ms
14-day trend
Slowing+12%

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 Compaction Model, so you can see the experience inside your AI.

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

Soil Compaction Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HwS44yxI99RmerPJ5WJtQyDZh0a2wcWCuELyE5s6/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 Compaction Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "soil-compaction-bulk-density-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HwS44yxI99RmerPJ5WJtQyDZh0a2wcWCuELyE5s6/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 Compaction Model owners ask.

  • 01

    How can I predict the impact of a specific tractor on my field?

    You can use the predict_compaction_impact capability by providing the initial bulk density, axle load, tire pressure, and soil composition details.

  • 02

    What is the most dangerous moisture level for soil compaction?

    The identify_critical_moisture capability calculates the specific moisture percentage where soil is most susceptible to deformation based on clay and organic matter content.

  • 03

    Can this model suggest how to fix compacted soil?

    Yes, the assess_remediation_needs capability provides specific strategies like subsoiling or cover cropping based on the density changes detected.

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