Is there such thing as a purple seahorse?

Yes. Seahorses are able to change colour using chromatophores, tiny organs in their skin which are a bit like elastic bags that hold dense pigment, and which can be expanded to highlight a particular colour. Apart from this ability, there are some species in which individuals can have a natural purple hue.