No. An inheritance, regardless of amount, is tax free to the heir. It does not matter whether the person who died was a U.S. citizen or a foreign national.
An online and phone tax payment system available 24 hours a day. For enrollment information, call 1-800-555-4477, or go to www.eftps.gov.