Math competitions (and school "math club" prep for them) are staples at many schools. While some competitions are for middle school and high school students, Math League, Mathcounts, and Olympiad are among those which begin within the K-5 range. Many math resources including competitions and books introducing various math concepts are listed on the Davidson database: http://www.davidsongifted.org/db/browse_resources_136.aspx