The fuels used by rockets are cryogenic gases that can be liquified at low temperatures.
Such a gas that is commonly used is liquid hydrogen and liquid oxygen.
These gases are used because when these fuels are burnt they are burnt with high intensity and produce a large amount of energy which is useful in the working of rockets.