Hatto I (c. 850 – 15 May 913) was archbishop of Mainz (Mayence) from 891 until his death.
Hatto belonged to a Swabian family, and was probably educated at the monastery of Reichenau, of which be became abbot in 888. He was also abbot of Ellwangen Abbey.
Hatto soon became known to the German king, Arnulf, who appointed him archbishop of Mainz in 891, and he became such a trustworthy and loyal counsellor that he was popularly called the heart of the king. He presided over the important synod at Tribur in 895 and accompanied the king to Italy in 894 and 895, where he was received with great favor by Pope Formosus. In 899, when Arnulf died, Hatto became regent of the Empire and guardian of the young king, Louis the Child, whose authority he compelled Zwentibold, duke of Lorraine, an illegitimate son of Arnulf, to recognize.
During these years Hatto did not neglect his own interests, for in 896 he secured for himself the abbey of Ellwangen and in 898 that of Lorsch. He assisted the Franconian family of the Conradines in its feud with the Babenbergs for supremacy in Franconia; after the battle of Fritzlar in 906 between the Babenbergs and Conradines he arranged for the capture and execution of Adalbert, count of Babenberg, breaking his promise of safe conduct. Hatto retained his influence during the entire reign of Louis the Child and on the king's death in 911 was prominent in securing the election of Conrad, duke of Franconia, to the vacant throne. When trouble arose between Conrad and Henry the Fowler, duke of Saxony, afterwards King Henry I, the attitude of Conrad was ascribed by the Saxons to the influence of Hatto, who wished to prevent Henry from securing authority in Thuringia, where the see of Mainz had extensive possessions. He was accused of complicity in a plot to murder Henry, who in return ravaged the archiepiscopal lands in Saxony and Thuringia.