ZURICH—Switzerland, already home to more nuclear bunkers per capita than any other nation, has decided to pad its lead.

Mountainous and politically neutral, Switzerland has more than 300,000 bunkers, enough to shelter all 7.6 million Swiss with one million places to spare. But two decades after the end of the Cold War, the Swiss government says it needs more.

A...