Trampolines can be dangerous and can hurt children if they fall off the trampoline or get there leg caught in the spring area and then snap their leg.
But if you have a net around the trampoline and only jump on the trampoline like you're supposed to and never jump on the trampoline when it's wet then they're perfectly safe.
But having a trampoline can raise your insurance rates up as well so be aware of that.