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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Prompt Economics Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate ROI, adoption value, and strategic moat for prompt engineering platforms.

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 AI Prompt Economics Engine capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Prompt Economics Engine.

  1. 01

    Project future economics

    Forecasts the long-term financial trajectory based on the compounding growth of the prompt library

  2. 02

    Assess competitive advantage

    Measures the strategic moat created by high-quality, optimized prompt libraries

  3. 03

    Calculate platform roi

    Determines the total financial return of the platform relative to its costs

  4. 04

    Estimate adoption value

    Quantifies the economic impact of how successfully users are adopting the prompt-driven features

One connector, every AI

AI Prompt Economics Engine 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put AI Prompt Economics Engine 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

954ms average. Fast in production.

AI Prompt Economics Engine is checked daily against the live service.

Daily averagePeak 1045ms
Sep 5Today
Fastest day
890ms
Slowest day
1045ms
14-day trend
Improving-15%

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 AI Prompt Economics Engine, so you can see the experience inside your AI.

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

AI Prompt Economics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KzyYw2bo3NggJ48yt1aYnOZVUBjNJYtyCF4YqvgS/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 — AI Prompt Economics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-prompt-engineering-platform-economics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KzyYw2bo3NggJ48yt1aYnOZVUBjNJYtyCF4YqvgS/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? link.label

See all the AI clients this connector works with ↑

FAQ

Questions AI Prompt Economics Engine owners ask.

  • 01

    How do I calculate the return on my testing infrastructure?

    You can use the calculate_platform_roi capability. Provide your testing costs, the customer value generated, and the productivity gains from improved prompt efficiency.

  • 02

    Can I forecast future growth?

    Yes, the project_future_economics capability allows you to project future ROI and value based on your current ROI and the expected growth rate of your prompt library.

  • 03

    How is competitive advantage measured?

    The assess_competitive_advantage capability measures your strategic moat by comparing your library size and optimization efficiency against industry benchmarks.

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