The Rosary developd many years after scripture was written, obviously. It is what is called a "devotion", which is a custom, ritual, or practice of worship of God or honour of the saints which is in addition to the liturgy of the Catholic Church. As a devotion, it is not part of official Church liturgy. There are many devotions that people say are powerful, that are not in Scripture, such as pilgrimages to the Holy Land.