Vyšehoří (German: Wyschehor) is a municipality and village in Šumperk District in the Olomouc Region of the Czech Republic.

The name Vyšehoří is derived from the phrase výše v horách, i.e. "higher in the mountains".

It lies mostly in the Zábřeh Highlands, only the southern part of the municipal territory extends into the Mohelnice Depression.

Vyšehoří became part of the Zábřeh estate, which remained so until fall of the feudal system in 1848.

[2] The I/11 road, which connects Hradec Králové with Šumperk and continues further to Ostrava, runs along the eastern municipal border.