What is the primary purpose of this server?

It quantifies technical debt and provides actionable recommendations for feature development versus refactoring.

How is the debt service time calculated?

It is the proportion of total developer hours spent on bugs and refactoring tasks.

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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Connect Technical Debt Ratio Analyzer to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Measure how much rework is eating your team's capacity.

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.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Technical Debt Ratio Analyzer.

01
Calculate debt metrics
Calculates primary technical debt indicators and provides strategic recommendations
02
Get debt thresholds
Retrieves configuration constants used to categorize debt levels
03
Compare feature vs debt ratio
Compares new work against debt accumulation to determine project health
04
Analyze velocity trend
Evaluates how much the team capacity is being eroded by accumulated debt

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.

Building 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.

Observed, not estimated

925ms average. Fast in production.

Technical Debt Ratio Analyzer is checked daily against the live service.

Daily averagePeak 1076ms

Oct 3Today

Fastest day: 757ms
Slowest day: 1076ms
14-day trend: Slowing+10%

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.

Connector linkhttps://edge.vinkius.com/vk_preview_yqjAOGQjXwLW1C4EWaLB7xfJATGDuyblAE3AVFId/mcp

Claude 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.

Configuration · claude_desktop_config.jsonCopy

{
  "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? Set up Technical Debt Ratio Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

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.

Explore

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Connect Technical Debt Ratio Analyzer to Claude, Cursor, ChatGPT & more

Connect Technical Debt Ratio Analyzer to ChatGPT and Claude

Your AI does the work. We keep it safe and sound.