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.

How do I categorize my users?

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

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.

Growth Accounting Framework MCP Connector for Claude

A+

Analyze user movement, retention patterns, and growth efficiency using the Growth Accounting Framework.

3 tools Official Updated Jun 28, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a complete toolkit for analyzing product growth through the lens of the Growth Accounting Framework. By decomposing changes in your active user base, you can identify exactly how much growth is driven by new acquisitions, how many users are returning after absence (resurrected), and where you are losing momentum (churned). Use classify_user_flow to categorize user movement between periods, calculate_growth_metrics to compute critical indicators like the Quick Ratio and Stickiness (DAU/MAU), and evaluate_growth_health to receive a qualitative diagnosis of your product's sustainability based on industry benchmarks.

retentionmetricsgrowth-accountinguser-engagementchurn-analysis

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_BwNh9Of8HL1D6Dm9nKDKxuaH0EFsiLPmdaOR37af/mcp

② Claude Code (terminal)

claude mcp add --transport http growth-accounting-framework https://edge.vinkius.com/vk_preview_BwNh9Of8HL1D6Dm9nKDKxuaH0EFsiLPmdaOR37af/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "growth-accounting-framework": {
      "url": "https://edge.vinkius.com/vk_preview_BwNh9Of8HL1D6Dm9nKDKxuaH0EFsiLPmdaOR37af/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 3
Grade: A+
Score: 100/100
Updated: Jun 28, 2026

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