FitVerse is an R package for fitting parametric probability distributions to continuous data. It covers 52 distribution families, supports three estimation methods (MLE, MOM, and L-Moments), and ranks all results automatically by AIC, BIC, and goodness-of-fit tests. It also includes an interactive Shiny app, bootstrap confidence intervals, return level estimation, batch fitting, and HTML/PDF report generation. Available on CRAN.