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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Image Generation Economics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate image generation costs, storage scaling, and quality-cost trade-offs.

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 Image Generation Economics capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Image Generation Economics.

  1. 01

    Calculate unit generation cost

    Determines the base cost of producing a single image based on model and resolution

  2. 02

    Estimate total workflow cost

    Provides a holistic view of the total expenditure (generation + storage) for a specific production run

  3. 03

    Analyze quality efficiency

    Evaluates the economic trade-off between image quality and cost

  4. 04

    Calculate storage projection

    Estimates the long-term storage expense for a given volume of images

Observed, not estimated

848ms average. Fast in production.

Image Generation Economics is checked daily against the live service.

Daily averagePeak 958ms
Aug 28Today
Fastest day
714ms
Slowest day
958ms
14-day trend
Improving-19%

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

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

Image Generation Economics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ErizCPjt5ktXZ4X58yu0uwhzaewSc3QBtTQbK0w1/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 — Image Generation Economics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "image-generation-economics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ErizCPjt5ktXZ4X58yu0uwhzaewSc3QBtTQbK0w1/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 Image Generation Economics owners ask.

  • 01

    How does resolution affect my costs?

    Higher resolutions increase the computational complexity, which is reflected in the unit cost when using calculate_unit_generation_cost.

  • 02

    Can I predict my long-term storage costs?

    Yes, you can use calculate_storage_projection to estimate how much storage will cost based on the number of images and their average file size.

  • 03

    How do I know if my image quality is worth the price?

    The analyze_quality_efficiency capability evaluates the ratio of quality to cost to help you find the optimal balance for your budget.

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