The Machine Hour Rater (MHR) is a tool developed by an experienced mechanical engineer to accurately calculate machine hour rates using over 50 parameters. It aims to meet customer requirements for precision in manufacturing while being user-friendly and allowing data import/export. Features include file saving in various formats and backup options for future use.