Gift for mentor after his thesis defense?
A short (1-2 paragraph) hand written note on a card or postcard would be an appropriate gift. 

I have mentored about a dozen undergraduates and I still have the thank you notes they sent to me on my pin board in my office. The notes are nice reminders about the impact I had on the students.