Here we explain the differences between may be and maybe
He is in Vietnam. (sure.)
He may be in Vietnam. (50% sure.)
Maybe, he is in Vietnam. (50% sure.)
‘be’ = bare infinitive. We can use other verbs in this position.
He may go to Thailand. (future possibility)
Maybe, he will go to Thailand. (future possibility)