Net Revenue Retention Calculator MCP for AI. See if your SaaS revenue is actually growing.
Works with every AI agent you already use
…and any MCP-compatible client








Connect to your AI in seconds.
Net Revenue Retention Calculator MCP. It computes NRR and GRR for customer cohorts so you can see if your SaaS revenue is actually growing or leaking.
It pulls specific benchmarks for SMB and Enterprise segments and flags your cohort health status instantly. Stop guessing your growth and start using real data to see if your subscription model is actually healthy.
What your AI can do
Calculate retention metrics
Computes NRR and GRR for a specific cohort based on MRR changes.
Evaluate cohort health
Assigns a health status like World Class or Healthy based on your NRR.
Get segment benchmarks
Returns the target NRR and GRR for SMB or Enterprise segments.
Get retention percentages for a specific customer cohort based on your revenue changes.
See if your current retention meets industry standards like World Class or Healthy.
Find out what Enterprise or SMB targets actually look like for your industry.
Identify how much revenue you're losing to churn versus what you're gaining from expansion.
Determine if your performance sits in a high-growth category or a standard tier.
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Net Revenue Retention Calculator (3 tools)
Calculate retention metrics, evaluate cohort health, and pull segment benchmarks instantly with these three tools.
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 Net Revenue Retention Calculator on VinkiusCalculate Retention Metrics
Computes NRR and GRR for a specific cohort based on MRR changes.
Evaluate Cohort Health
Assigns a health status like World Class or Healthy based on your NRR.
Get Segment Benchmarks
Returns the target NRR and GRR for SMB or Enterprise segments.
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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 fighting with messy spreadsheets.
Most finance teams waste hours every month pulling MRR data, subtracting churn, adding expansion, and trying to remember the exact formula for Net Revenue Retention. You end up with three different versions of the truth because someone made a typo in a cell or forgot to account for a specific contraction.
With this MCP, you just feed the raw numbers to your agent. It handles the calculation and tells you exactly where you stand. You get a clear health rating and a benchmark comparison in one go.
Net Revenue Retention Calculator results.
You no longer have to manually look up what a good retention rate is for different customer sizes. You don't have to double-check your math on every cohort.
You get instant clarity on your subscription stability. It turns messy data into a clear World Class or Healthy status so you can make moves based on facts.
What your AI can actually do with this
Most SaaS finance people spend way too much time in spreadsheets trying to figure out if their recurring revenue is actually healthy. It's easy to get lost in the noise of expansion, contraction, and churn. This MCP lets you stop doing the manual math. You can just tell your agent to run the numbers on a specific customer cohort and it'll spit out the Net Revenue Retention and Gross Revenue Retention immediately.
It also knows what the "good" numbers look like for different sizes of customers, so you don't have to guess if your growth is actually impressive or just average. It's about getting a clear picture of your subscription stability without the headache of building custom formulas every time. You can see exactly how much revenue you're losing to churn versus how much you're gaining from expansion.
It helps you see where the revenue is leaking and where it's actually growing. Since it's part of the Vinkius catalog, you can plug it into your existing AI workflow and get these answers in seconds. It's the truth layer for your finance stack. Instead of hunting through tabs to find the starting MRR for a specific group, you just feed the raw figures to your agent and get a health rating.
It turns messy data into a clear "World Class" or "Healthy" status so you can make moves based on facts.
019ee3e5-33ea-7161-a6a4-1446a2526655 Here's how it actually works
The bottom line is you get instant, accurate retention data instead of manual spreadsheet errors.
Provide your agent with your starting MRR, expansion, contraction, and churn figures for a cohort.
Tell the agent which customer segment you're looking at, like SMB or Enterprise.
Get a breakdown of your retention metrics and a health rating.
Who is this actually for?
For the finance lead who's tired of manual reporting and the growth manager who needs to prove the subscription model is actually working.
Verifying revenue health during monthly reporting cycles to ensure accuracy.
Checking if new customer segments are hitting retention targets to guide strategy.
Monitoring churn trends to see where the product is failing the customer.
What Changes When You Connect
Stop manual math: Use calculate_retention_metrics to get NRR and GRR instantly without opening a spreadsheet.
Benchmark your growth: Use get_segment_benchmarks to see how your numbers stack up against high-growth targets.
Identify health gaps: Use evaluate_cohort_health to see if your retention is actually World Class or just okay.
Faster reporting: Get cohort analysis results in seconds so you can spend more time on strategy and less on data entry.
Accurate segmentation: Get specific targets for SMB versus Enterprise segments to make better pricing decisions.
See it in action
Monthly reporting
A finance lead asks the agent to calculate retention for the Q3 Enterprise cohort using calculate_retention_metrics.
Growth check
A manager wants to know if a 120% NRR is good for SMBs, so they use evaluate_cohort_health.
Target setting
An analyst uses get_segment_benchmarks to set new KPIs for the sales team based on high-growth tiers.
Churn analysis
A product manager wants to see how much contraction is hurting the Healthy status of their current users.
The honest tradeoffs
Guessing good numbers
Trying to decide if 100% NRR is good without knowing the segment context.
Use get_segment_benchmarks to see the actual target for your specific segment.
Manual spreadsheet errors
Typing in expansion and churn numbers and hoping your formula is correct.
Use calculate_retention_metrics to let the agent handle the math.
Ignoring cohort differences
Applying the same retention targets to SMB and Enterprise customers.
Use get_segment_benchmarks to pull the correct targets for each specific group.
When It Fits, When It Doesn't
Use this if you need to turn raw MRR data into actionable retention percentages. It's built for SaaS companies that need to know their NRR and GRR quickly. Use it if you want to know if your retention is World Class compared to industry standards. Don't use it if you need a full CRM or a live billing dashboard. This MCP is for the math and the analysis, not for storing customer records or processing payments. If you just need a pretty chart and don't care about the underlying logic, a visualization-only tool is better. This is for the truth layer of your finance stack.
Questions you might have
How does the Net Revenue Retention Calculator handle churn? +
It takes your starting MRR and subtracts churn and contraction while adding expansion to give you an accurate NRR.
Can the Net Revenue Retention Calculator check my cohort health? +
Yes, use evaluate_cohort_health to see if your NRR hits specific benchmarks like World Class or Healthy.
What benchmarks does the Net Revenue Retention Calculator use? +
You can use get_segment_benchmarks to pull specific targets for Enterprise or SMB segments.
Does the Net Revenue Retention Calculator work for any SaaS? +
It works for any subscription business that tracks MRR, expansion, and churn.
How do I use the Net Revenue Retention Calculator with my agent? +
Just provide the raw revenue numbers and ask the agent to calculate the retention metrics for you.
Does the Net Revenue Retention Calculator store my financial data? +
No, this MCP doesn't save your data. It processes the numbers you provide in real time and clears them once the calculation is finished.
What clients are compatible with the Net Revenue Retention Calculator? +
You can use this MCP with Claude, Cursor, Windsurf, or any other MCP-compatible client. It works wherever you can connect the Vinkius catalog.
How does the `calculate_retention_metrics` tool handle expansion and contraction? +
It treats expansion as a gain and contraction as a loss. The tool adds expansion to your starting MRR and subtracts contraction and churn to calculate your final NRR.
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