The lowest recorded attendance at a World Cup game was 300, for Romania v. Peru in 1930.

Related Fact: What's the highest recorded attendance, you ask? In 1950, 199,854 people watched Uruguay defeat Brazil in the final.

[Source: ESPN Soccernet]