The best recommendation will require you to post a picture of the existing conditions. Marble porcelain tile can mean a lot of things to a lot of people.

Also, if your stairs are currently carpeted, it's likely the stairs are simply plywood and lumber. That's not something you can uncover and expect to apply a material to. Some remedial work will have to occur before you can apply anything.