Conservative forces conserve mechanical energy by not dissipating energy, unlike non-conservative forces. The energy change when moving between two points in a conservative force field is independent of the path taken, allowing for a consistent definition of potential energy. Potential energy is defined only for conservative forces because it represents a single-valued change in energy, which would not be possible if the energy change depended on the path. The concept of scalar potential is crucial in understanding these relationships in various physics fields. Thus, conservative forces play a key role in the conservation of mechanical energy.