Medicare supplement plans are a group of health insurance policies that were created by the federal government to help cover the expenses not covered by Medicare. These plans are regulated by the Federal Government and are sold by private insurance companies. They can be purchased through an Insurance Agent or online directly from the insurance company or through the Medicare website.