MCP Analytics — Statistical Analysis You Can Defend

# MCP Analytics > MCP Analytics is a statistical analysis and reporting platform. Upload CSV data or connect live sources (GA4, Google Search Console), get interactive HTML reports built on validated R scripts with AI insights and PDF export. Available as a web app and via the Model Context Protocol (MCP) for AI assistants. Every analysis runs on peer-reviewed R statistical packages — not AI-generated code. Same data + same module = same result every time. Reports include interactive Plotly charts, AI interpretation, R code, methodology descriptions, and citation formats. ## Key Capabilities - **Statistical Testing**: t-test, ANOVA, chi-square, Mann-Whitney, Kruskal-Wallis, ICC, ANCOVA, Holm-Bonferroni - **Regression**: Linear, Ridge, Lasso, Elastic Net, Logistic - **Machine Learning**: Random Forest, XGBoost, K-Means, DBSCAN, PCA, Isolation Forest, Naive Bayes - **Time Series**: ARIMA, Simple Trend, Revenue Forecasting - **Business Analytics**: ROAS / Ad Spend Efficiency, Marketing Attribution, Price Elasticity, MRR Analysis, Churn Prediction, RFM Segmentation, Product Profitability - **Research Methods**: ICC, ANCOVA, Cox Proportional Hazards, Survival Analysis, Difference-in-Differences - **Engagement**: GA4 Page/Source Analysis, GSC Rankings/Quick Wins/Content Performance ## How It Works 1. Upload a CSV or connect a data source (GA4, Google Search Console) 2. 5-signal semantic matching finds the right analysis module for your data 3. R-based analysis runs in Docker, producing an interactive HTML report 4. Every result gets embedded in a searchable knowledge layer — query across all past analyses ## Pricing - **Free**: 2,000 welcome credits on signup, no card (a Snapshot analysis is 100 credits — up to 20 on the house) - **Pay As You Go**: credit packs from $5/500 credits, never expire. Haiku AI. - **Pro**: $99/month — 17,000 credits, Sonnet AI, permanent report archive - **Business**: $499/month — 90,000 credits, Sonnet + Opus AI, live connecto