Go for it. Our house was built on what used to be farmland. The mice were in everyone's house before we all moved in. If you see one, he has a lot of friends. I tried catch and release, but it didn't work.
It will cost you, but I don't think you'll get away without it. And they will keep trying, so a one off won't work. 🙁