The Maxwell-Boltzmann distribution is a statistical distribution of the speeds of particles in an ideal gas, showing how the speeds are spread out at a given temperature. It illustrates the relationship between temperature, particle speed, and molecular motion, providing insight into how particles behave in a gas phase. This distribution is fundamental to understanding the kinetic theory of gases and the principles of statistical mechanics.