"Might" speaks of a possibility. It might rain tomorrow, there are a lot of clouds in the sky. I might come to your party. This is actually incorrect grammar because it should use the present tense, "may." However, it is used a lot. "Maybe" has the meaning of "perhaps." You can say, "Maybe it will rain tomorrow." "Maybe I can come to your party." It shows a possibility with some doubt.