Tolliver was drafted by the Tampa Bay Vipers in the fourth round in the 2020 XFL Draft. Tolliver was fourth in the XFL with 297 receiving yards with 21 receptions and one touchdown before the 2020 XFL season was cancelled following growing concerns about COVID-19. He had his contract terminated when the league suspended operations on April 10, 2020.
