Don’t make yourself fool with the thought that your mother will be hurt after knowing that your stepfather is raping you for a long time. Stand against this harassment and do let your mother know about this.
Tell her every single detail and immediately go to the police and seek legal help and protection against your stepfather. Rape is a crime and you must not bear this criminal act. Take legal help and make sure your stepfather gets punished.