Math Olympiads for Elementary and Middle School: Sample problems are available. A monthly problem is also published.
Number tournament: This can be replicated in class or at home (see projects section).
Hard Math for Elementary School: For the children who really enjoy math, this book discusses more complex concepts.
Mathematics Can Be Fun: A book by Yakov Perelman with interesting math puzzles for kids.
Other STEM Links: