There are a few different causes of itchy bumps on the legs. These include insect bite reactions, prurigo nodularis, folliculitis and papular eczema.
It would be advisable for you to see your doctor/dermatologist to confirm the diagnosis. With a thorough history and closer physical examination, your doctor will be advise you better on the cause of your skin bumps and recommend the approriate treatment for you.