Gelsemine and 21-oxogelsemine have been synthesized through several routes. This Review focuses on the comparison of the different strategies to assemble the bicyclo[3.2.1]octane core, to introduce the bridgehead quaternary C20 to form the pyrrolidine moiety, to construct the oxindole residue, and to close the tetrahydropyran ring en route to gelsemine.