subjunctives - Why is it 'come' and not 'comes' in 'it is important that he come...'?

We usually add 's' or 'es' to the first form of the verb when the subject is a third person. I do not understand why 's' hasn't been added to the verb "come" in the following sentence:

It is important that he come to my party.