Arnutovce (Hungarian: Arnótfalva) is a village and municipality in the Spišská Nová Ves District in the Košice Region of central-eastern Slovakia.
In historical records the village was first mentioned in 1317.
The village lies at an altitude of 515 metres and covers an area of 2.28km².It has a population of about 605 people.
The village is about 70% Slovak and 30% Gypsy.
The village has a public library and a football pitch.
The records for genealogical research are available at the Spiš archive in Levoča (Slovak: Spišský archív v Levoči).