Catalysts enhance green synthesis by increasing the rate of chemical reactions, reducing the energy required, and improving the yield and selectivity of desired products. They enable the use of alternative reaction conditions, such as lower temperatures and pressures, which can significantly reduce the environmental footprint of chemical processes.