Aage Walther (21 April 1897 in Kølstrup, Denmark – 5 December 1961 in Kølstrup, Denmark) was a Danish gymnast who competed in the 1920 Summer Olympics.

He was part of the Danish team, which was able to win the silver medal in the men's gymnastics team, Swedish system event in 1920.

[1] Professionally, he worked as a farmer on the family farm.

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