There are several types of medications that are often recommended for people with diabetes. Insulin, pills that lower your blood sugar, aspirin, blood pressure medication, cholesterol-lowering medication, or a number of others may work together to lower your blood sugar levels, reduce your risk of complications and help you feel better.