MWASTools is an R package designed to provide an integrated pipeline to analyse metabonomic data in large-scale epidemiological studies. Key functionalities of our package include: quality control analysis, metabolome-wide association analysis using various models (partial correlations, generalized linear models), visualization of statistical outcomes, metabolite assignment using statistical total correlation spectroscopy (STOCSY), and biological interpretation of metabolome-wide association studies results.