Yes, you are right. Might is the past of may in compound sentences.
In simple sentences "may and might" are used to say that something is a possibility.
e.g. It may be true. It might be true. They both mean perhaps it is true.
You can also get suggestions. e.g. Where is he? He may be at home. or He might be having dinner. or Ask John. He might know.