#Statistical Analysis MCP Servers
Discover 11 MCP servers tagged with Statistical Analysis on the Vinkius App Catalog.
Eurostat Discovery — Dataset Catalog Explorer MCP
Explore Eurostat's catalog of 7,000+ official datasets: search by keyword, inspect dataset dimensions and code lists, and query any dataset with flexible filters. The master key to all European Union statistics.
Missing Value Imputer MCP
Automatically fill NaN and missing values in datasets using Mean, Median, Mode, or Zero strategies deterministically local. Essential ML data preparation.
Curve Fitting Engine MCP
Perform exact Linear and Polynomial regression on scatter plot data local. Get mathematically perfect coefficients, equations, and R-squared scores.
Outlier Detection Engine MCP
Identify statistical anomalies in massive datasets local using deterministic Z-Score and IQR methods. Stop LLMs from guessing which rows are outliers.
Statistics Engine MCP
A zero-latency statistical engine to process datasets. Instantly compute the exact mean, median, mode, standard deviation, and percentiles completely local.
Time-Series Seasonality Engine MCP
Compute exact Autocorrelation (ACF) to find seasonality lags in time-series data without hallucination.
Genderize MCP
Predict the gender of a person based on their first name via AI agents with Genderize.io.
Confusion Matrix Engine MCP
Deterministically calculate True Positives, FP, Precision, Recall, F1-Score, and Accuracy local. Stop LLM hallucinations when evaluating model metrics.
K-Fold Split Engine MCP
Generate rigorous, leak-proof cross-validation indices for train and test splits in machine learning pipelines.
Silhouette Score Engine MCP
Evaluate the quality and cohesion of clustering algorithms (like K-Means) with mathematically perfect Silhouette scores computed local.
Multivariate Test Analyzer MCP
Perform 2k factorial analysis to identify optimal element combinations and interaction effects in multivariate experiments.