Chemical potential is the change in the Gibbs free energy of a system when an infinitesimal amount of substance is added, keeping temperature and pressure constant. It serves as an indicator of the tendency of a species to undergo a transformation, be it in chemical reactions or phase changes, and is crucial for understanding how systems reach equilibrium and how they respond to changes in composition.