#Statistical Analysis MCP Servers

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.

Automatically fill NaN and missing values in datasets using Mean, Median, Mode, or Zero strategies deterministically local. Essential ML data preparation.

Perform exact Linear and Polynomial regression on scatter plot data local. Get mathematically perfect coefficients, equations, and R-squared scores.

Identify statistical anomalies in massive datasets local using deterministic Z-Score and IQR methods. Stop LLMs from guessing which rows are outliers.

A zero-latency statistical engine to process datasets. Instantly compute the exact mean, median, mode, standard deviation, and percentiles completely local.

Compute exact Autocorrelation (ACF) to find seasonality lags in time-series data without hallucination.

Predict the gender of a person based on their first name via AI agents with Genderize.io.

Deterministically calculate True Positives, FP, Precision, Recall, F1-Score, and Accuracy local. Stop LLM hallucinations when evaluating model metrics.

Generate rigorous, leak-proof cross-validation indices for train and test splits in machine learning pipelines.

Evaluate the quality and cohesion of clustering algorithms (like K-Means) with mathematically perfect Silhouette scores computed local.