You might want to look at the
Oxford Users' Guide to Mathematics. You can view some of the content on Amazon and judge if that's what you had in mind. Here's another
review. You also could search Amazon for either
Handbook of Mathematics or
Mathematical Handbook, but most of the results are oriented towards scientists and engineers. I own
this volume. It's very comprehensive, but I don't refer to it very often.