Is it correct girl's soccer team or girls' soccer team?

Boys soccer team. I think.

No, it should be boys' soccer team. Just like you would put "children's soccer team", you need to create the plural, and then add "apostrophe s". In this case, leave off the "s" because "boys" ends in an "s".