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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Template Reuse Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify token savings by measuring prompt alignment with base templates.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Template Reuse Calculator capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Template Reuse Calculator.

  1. 01

    Calculate reuse metrics

  2. 02

    Get similarity report

  3. 03

    Validate template structure

Observed, not estimated

812ms average. Fast in production.

Template Reuse Calculator is checked daily against the live service.

Daily averagePeak 989ms
Aug 20Today
Fastest day
620ms
Slowest day
989ms
14-day trend
Slowing+56%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Template Reuse Calculator, so you can see the experience inside your AI.

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

Template Reuse Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Rovhy33SvvPQhaABtGk3VEcFtDAbr3YWlNm6KvAB/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 — Template Reuse Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "template-reuse-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Rovhy33SvvPQhaABtGk3VEcFtDAbr3YWlNm6KvAB/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 Template Reuse Calculator owners ask.

  • 01

    How is similarity calculated?

    Similarity is determined by counting characters that are identical at the exact same index between the prompt and the base template.

  • 02

    What defines a reusable prompt?

    A prompt is considered reusable if its match ratio is strictly greater than 0.8.

  • 03

    How can I connect this to my AI client?

    You can connect this server to Cursor, VS Code, Claude Desktop, and Windsurf using your personal Connection Token via Vinkius Edge.

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