If your spouse dies do you need to pay off their credit card debt if the accounts were only in their name and there is no estate?

Only if it's a jointly held account. Otherwise, a person's credit card debt dies with him. * One exception might be a surviving spouse where the couple lived in a community property state. He or she is sometimes held accountable for debts made by the deceased spouse depending upon the circumstances under which the debt was incurred.