Motivated by recent experimental systems where particles are immersed within curved two-dimensional fluid interfaces, such as colloids in a GUV’s or proteins in a lipid vesicle membrane, we investigate how active kinetics can modulate the size of particle clusters that self-assemble within spherical fluid interfaces. We consider particles that can be in one of two states (i) attractive prone to bind together and (ii) replusive repelling one another. We consider how cluster-size of attractive particles can be regulated by kinetics where particles can switch between attractive and repulsive states. We find that hydrodynamic interactions can significantly influence the kinetics of particle encounters in the self-assembly.