The important annual prize was given for the UN's work for a better-organised and more peaceful world.
In his first reaction to winning the award, Mr Annan said: "It's a wonderful feeling and a great encouragement for us and the organisation."
Early morning call
Kofi Annan, who's from Ghana, was woken at five o' clock in the morning to be told of the award.