The Maxwell-Boltzmann distribution describes the distribution of molecular speeds or kinetic energies in an ideal gas at a given temperature. It is a fundamental concept in the kinetic-molecular theory of gases and is crucial for understanding factors affecting reaction rates and collision theory.