The membrane potential is the voltage difference that exists between the inside and outside of a (living) cell; i.e. between the inside and outside (or as they often say "above") the cell membrane.
In neurons, the membrane potential in normal resting mode is negative and approx. -70 millivolts (thousandths of a volt). We are talking about the 'resting potential'.