OK, the Free Dictionary defines this as
one's cup of tea: Something that is in accord with one's liking or taste. For example, Quiz shows are just my cup of tea, or Baseball is not her cup of tea.
This expression is very strange to me and I am not sure whether an American would understand me if I said it in the USA. Do Americans say this expression?