What is a wrathful Buddha?

In reading this answer to another question there were many references to "the peaceful and wrathful buddhas" in the quote from The Tibetan Book of the Dead. This is a tradition that I'm not very familiar with. Is it possible to explain what a wrathful Buddha is and how Buddhist teachings on considering anger as a poison might align with the idea of a wrathful Buddha? Thanks for any clarification on this.