—used to say that one wants something to happen or be true and thinks it could happen or be true "Will you be able to come to the party?" "I hope so."

Is I hope so correct?

'I hope so' is a common informal expression that is related to 'I hope'. It implies that the person has a positive expectation of something.

What is the reply of hope so?

The clearest reply is "I hope the same".