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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Technical Debt Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify the financial and velocity impact of technical debt.

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 · 5 capabilities

The complete Technical Debt Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Technical Debt Calculator.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Technical Debt Calculator.

  1. 01

    Calculate velocity loss

  2. 02

    Evaluate refactoring roi

  3. 03

    Forecast debt growth

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Technical Debt Calculator.

  1. 04

    Generate repayment plan

  2. 05

    Get debt summary

Observed, not estimated

844ms average. Fast in production.

Technical Debt Calculator is checked daily against the live service.

Daily averagePeak 967ms
Aug 29Today
Fastest day
744ms
Slowest day
967ms
14-day trend
Improving-19%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Technical Debt Calculator, so you can see the experience inside your AI.

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

Technical Debt Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_H3uIQSC3KsUAGLMrAJ5kU3i4cM5xTiO7W8cyazlI/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 — Technical Debt Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "technical-debt-impact-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_H3uIQSC3KsUAGLMrAJ5kU3i4cM5xTiO7W8cyazlI/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 Technical Debt Calculator owners ask.

  • 01

    How is interest calculated?

    Interest is calculated as monthly compound interest on the principal cost of all identified debt items.

  • 02

    Can I use this to justify refactoring to management?

    Yes, by using evaluate_refactoring_roi, you can provide a concrete ROI percentage and net benefit to justify the cost of fixing debt.

  • 03

    What does velocity loss represent?

    It represents the percentage of your team's monthly capacity that is consumed by the friction caused by existing technical debt.

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