It’s normal to have more vagina discharge in trimester 3 and hence, it can irritate and cause redness & itchiness. I had this previously too and my gynae gave me a pill to insert into the vagina to reduce the bacteria. Inform your gynae about it! Don’t worry!
Its due to hormone also i remember its so itchyy!