The standard uniform can be purchased from several suppliers. However, Official Sports International is the official technical partner of U.S. Soccer.
USSoccer also provides a very good description on the standard referee uniform. Although the primary color is yellow for everyone, each area around the state may have a different set of guidelines for secondary colors, etc. Make sure you contact your ARA before purchasing your uniforms to be sure you are consistent with others in your area.