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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use AI SaaS Unit Economics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. See exactly how AI costs affect your profitability.

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 SaaS Unit Economics capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI SaaS Unit Economics.

  1. 01

    Calculate ltv metrics

    Provides a complete snapshot of LTV, including the LTV:CAC ratio and the specific impact of AI costs

  2. 02

    Get retention scenarios

    Helps users understand how different retention levels impact the business viability

  3. 03

    Simulate AI cost sensitivity

    Answers how changes in AI model efficiency or usage intensity affect the overall LTV

  4. 04

    Validate unit economics health

    Answers whether the current unit economics are "healthy" based on industry standards

Observed, not estimated

848ms average. Fast in production.

AI SaaS Unit Economics is checked daily against the live service.

Daily averagePeak 1049ms
Aug 28Today
Fastest day
744ms
Slowest day
1049ms
14-day trend
Stable-1%

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

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

AI SaaS Unit Economics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_qXh0KY8VDx43Fnzm4cEQI9CQOrtcwPKPSVcqNrhL/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 SaaS Unit Economics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-saas-unit-economics-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_qXh0KY8VDx43Fnzm4cEQI9CQOrtcwPKPSVcqNrhL/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

Who it's for

Built for the work AI SaaS Unit Economics owners hand off.

This MCP is essential for founders, CFOs, and product managers running AI-powered SaaS. If your business model relies on complex, variable AI costs, you need this to accurately forecast profitability and measure true unit value.

  • 01

    Founders

    Use this to validate your core business assumptions and understand how AI costs impact runway.

  • 02

    CFOs

    Run detailed unit economics reports to accurately forecast profitability and assess investment risk.

  • 03

    Product Managers

    Test new features by simulating their potential impact on LTV before writing a line of code.

FAQ

Questions AI SaaS Unit Economics owners ask.

  • 01

    Does this MCP account for AI costs?

    Yes, it treats AI inference as a primary variable cost. This is crucial because traditional models often ignore the true cost of running AI features, leading to inaccurate LTV calculations.

  • 02

    What kind of data do I need to provide?

    You need core metrics like Average Revenue Per User (ARPU), Customer Acquisition Cost (CAC), and details on your retention rates and AI usage costs.

  • 03

    Is this just a calculator, or can it model changes?

    It's more than a calculator. You can use the cost sensitivity capability to model how changes in AI model efficiency or usage intensity affect your overall LTV.

  • 04

    Can I check if my business model is healthy?

    Absolutely. The MCP includes a capability that validates your unit economics against established industry standards, giving you a clear assessment of your health.

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