ShinyTPs is an R package centred around a Shiny application for the curation of text-mined transformation reactions from the Metabolism and Metabolites section in PubChem . The app was developed in R 27 (version 4.2.1). The user interface and server were constructed using shiny (a package for developing web applications) as well as the packages shinydashboard, shinyjs, shinythemes, bslib , and miniUI . The app also utilizes functions from the DT and dplyr packages to process data, as well as chemdoodle to display and draw chemical structures.