Under Color of Official Right was met with considerable praise from music critics. At Metacritic, which assigns a normalized rating out of 100 to reviews from mainstream critics, the album has received an average score of 83, based on 18 reviews, indicating "universal acclaim". Ranking it the 5th best album of the decade in 2020, Brooklyn Vegan wrote:
