Medicare supplemental insurance is private insurance sold to complement original Medicare coverage. Everyone on Medicare, regardless of age, needs Medicare supplemental insurance. This includes people who have Medicare Parts A and B and people who have just Part B or have Medicare Advantage or a Medicare Prescription Drug Plan.