Maybe is an adverb meaning perhaps.
- Maybe I will go.
- Maybe she is busy.
- Maybe we should wait.
May be consists of the modal verb may and the verb be.
- She may be late.
- It may be difficult.
- He may be at home.
Easy test
If you can replace the expression with perhaps, use maybe.
Maybe = perhaps.
May be = might be / could be.