Implementing a Forth is a great incremental process, all you need is a processor with stacks, registers, and RAM. Words are just lists of addresses. Once you have the base execution routines, e.g. DOCOL, NEXT etc., implementing the rest of the interpreter is easy. It can even be done on a calculator or in-game computer![1]
[1] http://github.com/siraben/r216-forth