• METRICS
  • TRENDS
  • INSIGHTS
  • HUMAN

How to calculate NRR and GRR with your AI

Connect your data once. Your agent handles the math for every retention metric you need.

Ask AI about this page

Short answer

How can I calculate NRR and GRR using my AI?

Your agent pulls raw MRR, expansion, contraction, and churn figures from your data to run the math. You get exact NRR and GRR percentages without manual spreadsheet work. Here is how the data turns into metrics.

The results you get.

Where your data lands.

The AI processes your raw billing numbers into these specific outcomes.

METRICS

Precise retention percentages

The AI uses calculate_retention_metrics to turn raw data into NRR and GRR. You get the exact numbers for your reporting.

TRENDS

Expansion and churn patterns

The agent identifies where expansion is driving growth or where contraction is hurting your base. You see the movement in your revenue.

INSIGHTS

Revenue health checks

Your agent compares current MRR against historical benchmarks. You get a clear picture of your net revenue health.

HUMAN

Strategic decisions

The AI provides the math, but you decide how to react to the churn or expansion trends. You own the strategy.

The workflow

What your AI does when the data arrives.

The AI moves from raw data ingestion to finished metrics through a specific sequence.

  1. Data ingestion

    Your AI reads the raw MRR, expansion, contraction, and churn values from your connected sources.

    calculate_retention_metrics

  2. Metric computation

    The agent applies the retention formulas to the ingested data points.

    calculate_retention_metrics

  3. Trend identification

    The AI looks for patterns in how expansion and contraction are affecting your total revenue.

    calculate_retention_metrics

  4. Report generation

    The agent summarizes the final NRR and GRR figures for your review.

    calculate_retention_metrics

Try it

Copy these to start.

Use these prompts to trigger the calculation immediately.

Starting points

These are opening lines. Swap out the bracketed text with your actual data source names like 'Stripe export' or 'Salesforce report'.

Net Revenue Retention Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_w5kDmPNG2x4cgN1WA6C4Jil3S79Yle054zC8Q5M8/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 — Net Revenue Retention Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "net-revenue-retention-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_w5kDmPNG2x4cgN1WA6C4Jil3S79Yle054zC8Q5M8/mcp"
    }
  }
}
Copy into chat04

  • Calculate my NRR and GRR using the data in my Stripe export.

  • What is my current NRR based on the expansion and churn in this CSV?

  • Analyze the contraction trends in my recent billing data and give me the GRR.

  • Compare my NRR from last month to this month using the data in my revenue sheet.

  • Claude
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  • Cursor
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Start here

Connect Net Revenue Retention Calculator once, then ask.

Follow the link to connect your data. Your credentials stay encrypted, and you can start asking questions in your preferred AI client right away.

Connect Net Revenue Retention Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my actual billing data in Stripe?

    No. The AI only reads the data to perform calculations. It cannot modify your source records.

  • 02

    Does the AI create new rows in my spreadsheet?

    No. The AI performs the math within the chat interface. It does not write back to your files.

  • 03

    What data does it need to calculate NRR?

    It needs your starting MRR, expansion revenue, contraction revenue, and churned revenue.

  • 04

    Can I use this with Cursor?

    Yes, as long as you are using an MCP-compatible client like Cursor.

  • 05

    Will the AI tell me why a customer churned?

    No. The tool calculates the math based on revenue numbers. It cannot see qualitative notes or reason about customer behavior unless that data is part of the revenue calculation.

  • More questions about Net Revenue Retention Calculator? The Connector page answers them. See everything the Net Revenue Retention Calculator Connector can do

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