Totally agree with Pommie. Measuring the motor resistance, which isn't trivial, is a really good way of estimating the starting current.
The current in an inductor cannot change instantaneously so for a short time, the motor is seen as a low value resistor.
The way to measure this resistance is by measuring the current through the motor and wiring using a shunt, for eaxmple, and then measuring the voltage drop across the motor. You don;t want to use something that can supply the rated current.
Measuring low resistances with a standard multi-meter will have errors.
Assume the motor has 0 resistance and you have 12 V and say you wanted about 0.1 A, so a 120 ohm resistor would be required.
The wattage would have to be > (0.1)(0.1)*120 = 1.2 W. So lets say it has to be greater than 2 W. Use a 1% resistor. Use your 12 V voltage source in series with the resistor. Then measure with your voltmeter, the voltage across the 120 ohm resistor and the voltage across the motor close to the motor. Rm = V/I.
Then > 12/Rm would be the power supply current required for start-up.
Many power supplies go into current limiting, but simetimes you can add capacitance to the power supply.