Can I apply for a new credit card even though I am under contract to purchase a house?
Yes, but I would highly recommend against it.
credit;
Can I get a mortgage with no credit score?
Yes, borrowers with no credit score are still eligible for mortgages. The process might be more difficult and require alternative documentation, but options exist.