The primary role of stabilizing agents is to prevent aggregation and sedimentation of nanoparticles. Without these agents, nanoparticles tend to cluster together, losing their unique properties and rendering them ineffective for their intended applications. Stabilizing agents help maintain the desired size, shape, and distribution of nanoparticles.