Vinkius
Growth Accounting Framework

Growth Accounting Framework MCP for AI. See the real story behind your user growth.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

Growth Accounting Framework MCP on Cursor AI Code EditorGrowth Accounting Framework MCP on Claude Desktop AppGrowth Accounting Framework MCP on OpenAI Agents SDKGrowth Accounting Framework MCP on Visual Studio CodeGrowth Accounting Framework MCP on GitHub Copilot AI AgentGrowth Accounting Framework MCP on Google Gemini AIGrowth Accounting Framework MCP on Lovable AI DevelopmentGrowth Accounting Framework MCP on Mistral AI AgentsGrowth Accounting Framework MCP on Amazon AWS Bedrock

Connect to your AI in seconds.

Growth Accounting Framework MCP helps you track how users actually move through your product. Instead of guessing why your numbers are shifting, you can see who is sticking around, who is coming back after a break, and who is leaving for good.

It breaks down growth into specific categories like acquisition, retention, and resurrection so you can see the real story behind your active user base.

What your AI can do

Calculate growth metrics

Computes engagement scores like Quick Ratio and Stickiness.

Evaluate growth health

Gives a qualitative diagnosis of your product's growth sustainability.

Classify user flow

Sorts users into New, Retained, Resurrected, and Churned categories.

Categorize user movement

Sort users into New, Retained, Resurrected, and Churned categories.

Compute engagement scores

Calculate your Quick Ratio and Stickiness scores automatically.

Diagnose growth sustainability

Receive a qualitative health status for your product's growth.

Identify churn drivers

See exactly how many users are dropping off between periods.

Track resurrection success

Monitor how many old users are returning to your app.

Included with Plan

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AI Agent

Growth Accounting Framework (3 tools)

Categorize user movement, compute engagement metrics, and get a health diagnosis for your product's growth.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Growth Accounting Framework on Vinkius

Calculate Growth Metrics

Computes engagement scores like Quick Ratio and Stickiness.

Evaluate Growth Health

Gives a qualitative diagnosis of your product's growth sustainability.

Classify User Flow

Sorts users into New, Retained, Resurrected, and Churned categories.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Growth Accounting Framework integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Growth Accounting Framework, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,100+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
Growth Accounting Framework MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Growth Accounting Framework. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 3 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Stop guessing why your user numbers are shifting.

Most growth teams spend hours every week pulling data from different sources, trying to figure out if a spike in users was a fluke or a real trend. You are jumping between spreadsheets, manually comparing user IDs from last month to this month, and trying to remember who came back and who left. It is a mess of copy-pasting and gut feelings that often lead to the wrong strategy.

With this MCP, you just describe the user data to your agent. It handles the heavy lifting of sorting every single user into the right category. You get a clear breakdown of new acquisitions, returning users, and churned accounts instantly. You stop guessing and start making decisions based on what is actually happening.

Growth Accounting Framework gives you a clear growth map.

You can skip the manual sorting of user IDs and the tedious math of calculating stickiness ratios. No more manual SQL queries just to see if your Quick Ratio is healthy.

You get a direct diagnosis of your product's sustainability. It is the difference between seeing a number and understanding your business.

What your AI can actually do with this

Stop guessing why your user count is moving and start seeing the actual mechanics behind it. Most teams look at a single number and try to figure out if it is good or bad, but that does not tell you how to fix the leaks. This MCP lets you pull back the curtain on user behavior by looking at the flow between different time periods.

You can see exactly how many people are new, how many stayed active, and how many were resurrected from previous inactivity. It turns raw data into a clear picture of your product's health.

You can move past the confusion of marketing spikes and see if people are actually staying. It helps you identify where the momentum stalls and where it builds. By categorizing every user move, you get a clear view of your retention and acquisition success. You can find this and other growth tools in the Vinkius catalog to keep your stack organized.

You get a direct diagnosis of your product's sustainability based on real benchmarks, letting you make decisions on where to put your energy next.

Built · Hosted · Managed by Vinkius Growth Accounting Framework MCP - Analyze user growth
Server ID 019ee2e2-4a16-7395-8904-6cd442441c82
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

What does Growth Accounting Framework do? +

It analyzes how users move through your product to show you the real story behind your growth.

How does Growth Accounting Framework handle churn? +

It uses classify_user_flow to put users into specific categories like Churned or Retained.

Can Growth Accounting Framework calculate stickiness? +

Yes, it uses calculate_growth_metrics to compute your DAU/MAU ratio.

How do I know if my growth is healthy? +

You can use evaluate_growth_health to get a diagnosis based on industry benchmarks.

Does Growth Accounting Framework track returning users? +

Yes, it identifies Resurrected users who were gone but have come back to the app.

Which AI clients are compatible with the Growth Accounting Framework? +

You can use this MCP with any compatible client like Claude, Cursor, or Windsurf. Once you connect it via Vinkius, your agent can call the tools directly.

What information is needed for the classify_user_flow tool? +

You need to provide lists of current, previous, and historical user IDs. The tool compares these sets to bucket users into categories like New, Retained, Resurrected, or Churned.

How do I set up the Growth Accounting Framework? +

You connect the MCP through the Vinkius platform. Once that's done, your AI client can use the tools whenever you need a growth analysis.

Built & Managed by Vinkius 30s setup 3 tools

We've already built the connector for Growth Accounting Framework. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 3 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
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