Nepenthes macrophylla was known to grow on Mount Trusmadi for a long time prior to its description, although it was not initially considered a distinct species. Shortly after its discovery, it was lumped with N. villosa, a similar species from Kinabalu National Park. In his 1976 guide, Nepenthes of Mount Kinabalu, botanist Shigeo Kurata wrote: