Contact Madison Memorial Rexburg Clinic now! The Madison Memorial Rexburg Medical Clinic is the best option for you and your family. We would love to hear from you and see how we can help. Phone Number. 208-356-5401. Location. 393 East 2nd North, Rexburg, ID 83440. (Just west of Madison Junior High School tennis courts).