VA appraisal typically stay with the borrower and not the house (unlike FHA). The appraisal is typically valid for 180 days or 6 months for the borrower on the house.
The VA funding fee is a one-time payment that most veterans, service members, and survivors need to make when they get a VA home loan. This fee helps keep the VA loan program running and makes it possible for the VA to offer loan.