Not necessarily. But storing them in plain text on the server and all history accessible just by hijacking a phone number (or a single text message) is, considering the alternatives, don't you agree?
They might do some form of encryption to store the messages, but this is meaningless when they also have access to the keys and can decrypt any message whenever they want.