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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Soil Compaction Predictor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict soil compaction risk, rut depth, and yield loss 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 Predictor capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Soil Compaction Predictor.

  1. 01

    Analyze compaction risk

    Provides a comprehensive assessment of how a specific machinery setup will impact a specific soil type

  2. 02

    Calculate critical thresholds

    Identifies the environmental limits for a specific soil type to avoid compaction

  3. 03

    Get stress profile

    Maps how much pressure is applied to the soil at various depths to understand deep-layer compaction

  4. 04

    Recommend mitigation

    Suggests operational changes to minimize damage based on current soil conditions

Observed, not estimated

891ms average. Fast in production.

Soil Compaction Predictor is checked daily against the live service.

Daily averagePeak 998ms
Aug 27Today
Fastest day
779ms
Slowest day
998ms
14-day trend
Slowing+7%

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 Predictor, so you can see the experience inside your AI.

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

Soil Compaction Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_OQ2o8CmZZKrLzks3NENEx9JIbeKJVFwaAek1Cjc2/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 Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "soil-compaction-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OQ2o8CmZZKrLzks3NENEx9JIbeKJVFwaAek1Cjc2/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 Predictor owners ask.

  • 01

    How accurate are the compaction predictions?

    Predictions are based on established SoilFlex and O'Sullivan mathematical models, providing high-fidelity estimates of stress distribution and rut depth.

  • 02

    Can I use this to optimize my tire pressure?

    Yes, by using recommend_mitigation, you can receive specific target tire pressures and widths to minimize soil damage.

  • 03

    What soil types are supported?

    The capability supports common soil classifications including clay, silt, and sand.

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