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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Sand Production Prediction with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predicts sand production potential by analyzing formation stability and fluid dynamics.

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 Sand Production Prediction capability set.

These are the exact actions your AI can choose when you ask it to work with Sand Production Prediction.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Sand Production Prediction.

  1. 01

    Get critical drawdown

    Determines the maximum pressure reduction allowed before sand production is predicted to begin

  2. 02

    Analyze failure zone

    Identifies the extent of the area around the wellbore susceptible to sand liberation

  3. 03

    Assess operational stability

    Provides a comprehensive safety check by combining mechanical, hydraulic, and fluid composition data

  4. 04

    Predict sand volume

    Estimates the amount of sand expected to be produced given specific flow and stability conditions

One connector, every AI

Sand Production Prediction works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Sand Production Prediction to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

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 Sand Production Prediction, so you can see the experience inside your AI.

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

Sand Production Prediction Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_T9hB3hhM02oHkwC1grhpBzfg6Q88mlOLOf421O7I/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 — Sand Production Prediction capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sand-production-prediction-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_T9hB3hhM02oHkwC1grhpBzfg6Q88mlOLOf421O7I/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

Guided setup for Claude? link.label

See all the AI clients this connector works with ↑

FAQ

Questions Sand Production Prediction owners ask.

  • 01

    How do I know if my well is at risk of sand production?

    You can use the assess_operational_stability capability to perform a comprehensive safety check that evaluates your current drawdown against the formation's strength.

  • 02

    Can I predict the volume of sand that will be produced?

    Yes, the predict_sand_volume capability estimates the expected sand mass based on the failure zone radius, fluid velocity, and water cut.

  • 03

    What is the critical drawdown?

    The critical drawdown is the maximum allowable pressure reduction before the formation becomes unstable. You can calculate this using get_critical_drawdown.

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