The collection includes some 11,000 handwritten works dating back to different eras.
Among them are 100 manuscript copies of the Holy Quran, according to Al-Jazeera.
Muhammad al-Issa, the secretary general of Muslim World League recently toured the library.
He visited its Quranic collection and other historical books and documents during a trip to Florence.