if you calibrate often the storage solution is less important. the bottles of the calibration liquids are cheaper than the storage liquid so i went that route.
i have used water when i ran out of storage solution and didn't notice anything significantly different the next time i calibrated.
if the bottle says KCl i wouldnt worry. use it.