Try Tandy leather supply. Some people have stores locally. I'm not one of those lucky ones, but they do have a website: Tandy Leather Factory
. You can also find small pieces at craft stores like Michaels. Failing all else, why not grab nice big leather belt at a thrift store and cut it into the shape you need? For a small piece like the eyepatch, there's plenty of sources. Happy cosplaying!