The show uses anime-inspired animation styles and fight scenes influenced by series like Samurai Champloo and Cowboy Bebop.

Aaron McGruder incorporated his love for Japanese anime into The Boondocks, drawing stylistic inspiration from Samurai Champloo and Cowboy Bebop. This influence is visible in the fluid fight sequences and opening credits, lending the show a dynamic edge unusual for American animated sitcoms. The animation quality improved further in later seasons through collaboration with South Korean studio Moi Animation.