According to a story, Madhusūdana SarasvatI is said to have really gone to Navadvipa to meet Chaitanya, the great devotee of Krishna.
Regardless of whether these stories are true or not, it is true that a reading of the advaita-siddhi shows that Madhusūdana was skilled in dealing with logic and dialectics.