Medicare supplement insurance helps pay for health care costs and some services not covered by Medicare, such as deductibles, copays and coinsurance. To be eligible, you must be enrolled in Medicare Part A and Medicare Part B. For the things Medicare doesn't cover, you could still be left with a very large bill, which is why you might want to consider purchasing Medicare supplement coverage.