Medicare Supplement Insurance is a private health insurance that helps cover some of the costs not covered under Original Medicare. You might see it referred to as Medicare Supplement, Medigap, or even Med Supp as a shortened version. Find out how Medicare Supplement Insurance can be beneficial in helping pay for some of the out-of-pocket health care costs that aren’t covered by Medicare.