The incapacitating kind of pepper spray is treated as a Section 5 ‘Firearm’ in the UK, and would land you in a world of trouble.

You can get unpleasant smelling / badly staining / hard to remove spray which acts as a deterrent by making an attacker easily identifiable, but that’s about it I believe.