Use Technical Debt Ratio Analyzer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculates technical debt accumulation and provides strategic investment recommendations.
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.
Complete set · 4 capabilities
The complete Technical Debt Ratio Analyzer capability set.
These are the exact actions your AI can choose when you ask it to work with Technical Debt Ratio Analyzer.
01-04
4 capabilities in this set.
Part of 4 available through Technical Debt Ratio Analyzer.
- 01
Analyze velocity trend
Evaluates how much the team capacity is being eroded by accumulated debt
- 02
Compare feature vs debt ratio
Compares new work against debt accumulation to determine project health
- 03
Calculate debt metrics
Calculates primary technical debt indicators and provides strategic recommendations
- 04
Get debt thresholds
Retrieves configuration constants used to categorize debt levels
One connector, every AI
Technical Debt Ratio Analyzer 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Technical Debt Ratio Analyzer 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 Technical Debt Ratio Analyzer, so you can see the experience inside your AI.
It does not authenticate your account with Technical Debt Ratio Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Technical Debt Ratio Analyzer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_yqjAOGQjXwLW1C4EWaLB7xfJATGDuyblAE3AVFId/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Technical Debt Ratio Analyzer capabilities are ready to use.
{
"mcpServers": {
"technical-debt-ratio-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_yqjAOGQjXwLW1C4EWaLB7xfJATGDuyblAE3AVFId/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? How to give Claude access to Technical Debt Ratio Analyzer
FAQ
Questions Technical Debt Ratio Analyzer owners ask.
- 01
What is the primary purpose of this server?
It quantifies technical debt and provides actionable recommendations for feature development versus refactoring.
- 02
How is the debt service time calculated?
It is the proportion of total developer hours spent on bugs and refactoring tasks.
- 03
Can I use this to track team velocity?
Yes, by using analyze_velocity_trend, you can evaluate how much capacity is being eroded by accumulated debt.
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