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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Refactoring Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Strategic decision-support for balancing technical debt reduction with feature delivery.

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 Refactoring Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Refactoring Optimizer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Refactoring Optimizer.

  1. 01

    Calculate capacity availability

    Calculates the remaining engineering headroom after accounting for feature pressure

  2. 02

    Assess refactoring risk

    Evaluates the danger of delaying refactoring

  3. 03

    Analyze cost benefit

    Compares the cost of performing refactoring against the savings in development velocity

  4. 04

    Find optimal schedule

    Determines the best sequence and timing for refactoring tasks

Observed, not estimated

897ms average. Fast in production.

Refactoring Optimizer is checked daily against the live service.

Daily averagePeak 1101ms
Aug 29Today
Fastest day
748ms
Slowest day
1101ms
14-day trend
Stable-4%

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 Refactoring Optimizer, so you can see the experience inside your AI.

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

Refactoring Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_pzerB0VshtZtgQgpNplBYtZEIiWQEdRGmEAaaKCr/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 — Refactoring Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "refactoring-schedule-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_pzerB0VshtZtgQgpNplBYtZEIiWQEdRGmEAaaKCr/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 Refactoring Optimizer owners ask.

  • 01

    How does the capability determine the best refactoring sequence?

    The find_optimal_schedule capability prioritizes debt items that have a high velocity impact relative to their remediation cost, ensuring the most efficient use of team capacity.

  • 02

    Can I evaluate the economic impact of specific technical debt?

    Yes, you can use analyze_cost_benefit to compare the remediation cost against the long-term savings in development velocity.

  • 03

    How is risk calculated for unaddressed debt?

    The assess_refactoring_risk capability calculates a risk score that increases as velocity impact and the delay factor grow, helping identify critical thresholds.

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