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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Model Economics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate gross margins, viability, and optimal pricing for AI model API services.

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 Model Economics capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Model Economics.

  1. 01

    Get margin analysis

    Calculates the current gross margin percentage for a specific pricing scenario

  2. 02

    Optimize pricing

    Suggests an adjusted price per call to achieve a target gross margin

  3. 03

    Calculate tiered pricing

    Evaluates how volume discounts across different usage tiers impact total profitability

  4. 04

    Check viability

    Determines if the current unit economics meet the business's profitability thresholds

One connector, every AI

AI Model Economics 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 Model Economics 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.

AI Model Economics is checked daily against the live service.

Daily averagePeak 925ms
Sep 6Today
Fastest day
925ms
Slowest day
925ms
14-day trend
Stable0%

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

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

AI Model Economics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RJTBYNFd9vpy4XTBgFIRD1CJKMT7WCYJycIqY98F/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 Model Economics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-model-unit-economics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RJTBYNFd9vpy4XTBgFIRD1CJKMT7WCYJycIqY98F/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 Model Economics owners ask.

  • 01

    How do I calculate my profit per API call?

    You can use the get_margin_analysis capability by providing the price per call and the individual costs for compute, data, and support.

  • 02

    Can this capability help with volume discount strategies?

    Yes, the calculate_tiered_pricing capability evaluates how different usage tiers and volume discounts impact your total profitability.

  • 03

    How can I find the right price to reach a specific margin?

    Use the optimize_pricing capability to suggest an adjusted price per call based on your current costs and target gross margin.

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