There's open source functional options too. The handful of times I've needed a CAS for something I've used Maxima, it's not quite as full featured as Mathematica or Maple but it costs $0 and is open source. There doing "eigenvalues(A)" will do exactly as you describe. You can even get nice front ends that will pretty print the equations in LaTeX.