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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Growth Accounting Framework with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze user movement, retention patterns, and growth efficiency using the Growth Accounting Framework.

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 Growth Accounting Framework capability set.

These are the exact actions your AI can choose when you ask it to work with Growth Accounting Framework.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Growth Accounting Framework.

  1. 01

    Calculate growth metrics

    Compute growth stability and engagement metrics

  2. 02

    Evaluate growth health

    Diagnose growth health status

  3. 03

    Classify user flow

    Categorize users into New, Retained, Resurrected, and Churned

Observed, not estimated

649ms average. Fast in production.

Growth Accounting Framework is checked daily against the live service.

Daily averagePeak 882ms
Aug 20Today
Fastest day
548ms
Slowest day
882ms
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. 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 Growth Accounting Framework, so you can see the experience inside your AI.

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

Growth Accounting Framework Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_BwNh9Of8HL1D6Dm9nKDKxuaH0EFsiLPmdaOR37af/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 — Growth Accounting Framework capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "growth-accounting-framework-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BwNh9Of8HL1D6Dm9nKDKxuaH0EFsiLPmdaOR37af/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 Growth Accounting Framework owners ask.

  • 01

    What is the Quick Ratio?

    The Quick Ratio measures growth momentum by evaluating whether the influx of new and resurrected users is outpacing the loss of churned users. A ratio above 1 indicates a growing user base.

  • 02

    How do I categorize my users?

    You can use the classify_user_flow capability. By providing lists of user IDs for the current, previous, and historical periods, the capability will automatically identify New, Retained, Resurrected, and Churned users.

  • 03

    What does 'Stickiness' represent in this context?

    Stickiness, calculated as the DAU/MAU ratio, represents how frequently users engage with your product within a month. A higher ratio indicates stronger user retention and engagement.

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