Boys are different from girls, but boys are also different from other boys, just as girls are different from other girls. Calling a book for boys or for girls is well-meaning, but to me, not terribly helpful.
I remember my favorite books when I was a kid: 'The Redwall Adventure' series, 'Ender's Game,' things like that.