Lake Shore is a city in Cass County, Minnesota, United States.

As of the census of 2010, there were 1,004 people, 451 households, and 322 families living in the city.

There were 1,019 housing units at an average density of 80.2 per square mile (31.0/km2).

23.9% of all households were made up of individuals, and 8.7% had someone living alone who was 65 years of age or older.

There were 858 housing units at an average density of 67.1 per square mile (25.9/km2).

20.6% of all households were made up of individuals, and 7.1% had someone living alone who was 65 years of age or older.