It refers to a circus that features unusual or extraordinary acts, often with a focus on the bizarre or the macabre.
This phrase is commonly used as the title of a popular horror/fantasy book series by Darren Shan, which follows a young boy's journey into the world of vampires, vampires, and other supernatural creatures.