Anemone thomsonii was first described by Daniel Oliver in 1885, based on a specimen that was collected by Joseph Thomson during his 1883-1884 mission to Mount Kilimanjaro and the Aberdare Range, and now resides at the Kew Herbarium. There are currently no recognized synonyms.