As surprising as it may seem, yes, you can deep fry an egg. As a matter of fact, deep frying eggs turn out to be delicious and easy to perform. You may probably think the egg gets cracked when it hits the oil, but once it gets in, it stays as a whole. You can also add bread crumbs as a technique to keep them whole, but most of the time, it works even without one.