The story
Habitational surname from a minor place near Mickley, in Northumberland, from the dative form of the Old English personal name Ælfhere, which is composed of the elements ælf (“elf”) and here (“army”), + hām (“homestead”). The -t- was presumably inserted for the sake of euphony.
Etymology from Wiktionary, CC BY-SA 4.0.