In this paper, we compute the distribution of the descent statistic on the Catalan words avoiding a consecutive pattern of length at most three. Baril–Kirgizov–Vajnovszki began the study of patterns in Catalan words, focusing on the enumeration of those that avoid classical patterns of length 3. We make use of the symbolic method to associate functional equations satisfied by the counting generating functions. As a consequence we enumerate the set of Catalan words that avoid consecutive patterns of length 3, and we also provide the total number of descents on this set.