REDCap is a popular database software used in clinical research. One aggravation with REDCap data exports is that the data is in one file and this file may contain many empty cells when more complicated database designs are used. redcaptools has tools that can automatically export data into single forms for easier use. It also labels variables and prepares date and factor variables for easier data processing.