Your Stripe Data Has
Answers You Haven't Found Yet
The Stripe Dashboard shows you transactions. MCP Analytics shows you why revenue leaks, which subscribers have stopped paying, and where fees eat your margins. Export your CSV, upload it, and get payment insights.
What the Stripe Dashboard Won't Tell You
Stripe gives you transactions. You need the patterns behind the payments.
Which Subscribers Have Churned
Shows which subscribers have stopped paying and how churn differs between groups.
How Much Failed Payments Cost You
Failed payment recovery analysis shows involuntary churn rates, retry success patterns, and how well payment retries and reminders recover payments.
Where Fees Are Eating Your Margins
Fee analysis breaks down processing costs by payment method, card brand, currency, and transaction size. Find which payment paths cost you the most and where to steer volume.
Export. Upload. Understand.
Three steps from Stripe Dashboard to actionable insights
Export from Stripe
In the Stripe Dashboard, go to Payments (or Subscriptions, Payouts) and click Export. Choose CSV format, select your date range, and download.
Upload Your CSV
Drop the file into MCP Analytics. Check that your file has the columns the analysis needs, such as the payment or subscription ID, amount, date and status.
Get Your Analysis
Pick an analysis or ask a question in plain English. Receive an interactive report with charts, statistical findings, and AI-narrated explanations of the results.
We're building a direct Stripe connector so you can skip the CSV export entirely. Analyze live data without leaving MCP Analytics. Learn about connectors →
Analyses built for Stripe Data
Every analysis runs on your actual data and produces a shareable report
MRR Analysis
Monthly recurring revenue trends, expansion vs. contraction, net new MRR, and cohort-level growth tracking.
Subscription Churn Prediction
Shows which subscribers have stopped paying and how churn differs between groups.
Revenue Overview
Daily, weekly, monthly revenue with trend lines, growth rates, and anomaly detection across payment types.
Payment Method Analysis
Card brand performance, payment method mix, success rates, and fee comparison by method.
Fraud Pattern Detection
Identify suspicious transaction patterns, dispute clustering, high-risk segments, and fraud rate trends.
Failed Payment Recovery
Involuntary churn analysis, retry success rates, ways to improve payment retries and reminders, and recoverable revenue sizing.
Fee Optimization
Processing cost breakdown by payment path. Identify expensive routes and find savings opportunities.
Payout Reconciliation
Match payouts to transactions, identify discrepancies, and track timing patterns across your payout schedule.
Multi-Currency Analysis
Revenue by currency, FX impact assessment, conversion rate analysis, and geographic revenue distribution.
Stripe Analytics FAQ
Comparing what the processors charge? Use the payment processing fee calculator to line up Stripe, Square and PayPal on your own volumes.
How do I export my Stripe data as CSV?
In the Stripe Dashboard, go to Payments, Subscriptions, or Payouts. Click the Export button, select your date range and columns, then choose CSV format. Your download starts immediately. You can also export customer data and balance transactions from their respective sections.
What Stripe analyses can I run?
MRR analysis, subscription churn prediction, revenue overview, payment method analysis, fraud pattern detection, failed payment recovery, fee optimization, payout reconciliation, multi-currency revenue analysis, cohort retention, trial-to-paid conversion, customer lifetime value, and more.
Is this better than the Stripe Dashboard?
The Stripe Dashboard shows transaction-level data and basic revenue charts. MCP Analytics runs further analyses on your own Stripe export: churn prediction models, cohort retention analysis, fee optimization recommendations, customer LTV calculation, and failed payment recovery sizing.
Can I analyze both subscriptions and one-time payments?
Yes. Subscription-specific analyses like MRR and churn prediction use subscription data, while revenue overview, payment methods, fraud detection, and fee analysis work with all payment types including one-time charges, invoices, and payouts.
How is my Stripe data protected?
All data is encrypted in transit. We don't connect to your Stripe account directly; we only analyze the CSV you upload.
Stripe Analytics Resources
Tutorials, guides, and deep-dives for Stripe users
Tutorials
Analytics for Every Platform
MCP Analytics works with data from all major e-commerce and payment platforms.
Ready to Understand Your Stripe Data?
Export your payments CSV and get your first analysis. No credit card required.
Where to start
One email with your data and your question. We take it from there.
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