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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Prompt Reuse Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze prompt template reuse, efficiency, and standardization opportunities.

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 · 3 capabilities

The complete Prompt Reuse Analyzer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Prompt Reuse Analyzer.

  1. 01

    Analyze reuse metrics

    Provides a high-level overview of how often templates are being reused and the efficiency of the current library

  2. 02

    Calculate consolidation potential

    Identifies how much token usage can be saved by merging redundant templates

  3. 03

    Evaluate template lifecycle

    Analyzes the impact of template versioning and inheritance relationships

Observed, not estimated

758ms average. Fast in production.

Prompt Reuse Analyzer is checked daily against the live service.

Daily averagePeak 928ms
Aug 20Today
Fastest day
607ms
Slowest day
928ms
14-day trend
Slowing+37%

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 Prompt Reuse Analyzer, so you can see the experience inside your AI.

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

Prompt Reuse Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bKetw7x0Tl8Kyh4SMqfqbuMdqqv4Vow87gyROaNW/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 — Prompt Reuse Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "prompt-reuse-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bKetw7x0Tl8Kyh4SMqfqbuMdqqv4Vow87gyROaNW/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 Prompt Reuse Analyzer owners ask.

  • 01

    How does the analyzer calculate template efficiency?

    Efficiency is calculated by weighting the success rate of each template by its usage count and dividing by the total number of unique templates.

  • 02

    What is standardization opportunity?

    It is the ratio of prompts identified as having similar intent to the total number of prompts, indicating potential for consolidation.

  • 03

    Can I analyze template versioning impact?

    Yes, using the evaluate_template_lifecycle capability, you can determine the ratio of usage attributed to outdated versions compared to total usage.

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