The first species of the genus was described in 1806 by Palisot de Beauvois based on a specimen collected in West Africa and named Anthonotha macrophyllaP.Beauv. The genus was not recognized and in 1865 Henri Baillon transferred it to the South American genus Vouapa, described by Jean Baptiste Aublet in 1775. Vouapa later became a junior synonym since the conserved name of Macrolobium was favored for the genus described by Johann Schreber in 1789.
Most species now recognized within Anthonotha were originally described within the genus Macrolobium. The species Anthonotha macrophylla continued under the illegitimate name Macrolobium palisotii described by Bentham in 1865. This was corrected by James Macbride in 1919 by publishing the correct name M. macrophyllum (P.Beauv.) Macbride.
In 1955 Léonard reinstalled Anthonotha for the rest of the African Macrolobium species, after several other species had been transferred to his newly described genera Gilbertiodendron, Paramacrolobium, and Pellegrineodendron. Léonard subclassified the reinstalled Anthonotha with 26 species into five sections. Anthonotha section Anthonotha became the genus Anthonotha in a new, narrow sense.
The species of the other four sections of Anthonotha were placed in the genera Isomacrolobium and Englerodendron by Breteler. Isomacrolobium was later synonymized with Englerodendron.
A prehistoric species, Anthonotha shimaglae, has been reported from the early Miocene of Ethiopia and is a component of an ancient forest dominated by Englerodendron.
↑Palisot de Beauvois AMFJ. (1806). Flore d'Oware et de Benin en Afrique, I. Paris: Fain et Compagnie. doi:10.5962/bhl.title.101798.
↑Baillon H. (1865). "Études sur l'Herbier du Gabon du Musée des Colonies Françaises" [Studies on the Gabon Herbarium of the French Colonies Museum]. Adansonia. 6: 177–230. ISSN1954-6475.
↑Léonard J. (1955). "Notulae Systematicae XVII. Les genres Anthonotha P.Beauv. et Pellegriniodendron J.Léonard en Afrique Tropicale (Caesalpiniaceae)" [Brief Notes on Systematics XVII. The genera Anthonotha P.Beauv. and Pellegrineodendron J.Léonard in Tropical Africa (Caesalpiniaceae)]. Bulletin du Jardin Botanique de l'État à Bruxelles. 25 (2): 201–203. doi:10.2307/3667066. JSTOR3667066.
↑Léonard J. (1957). "Genera des Cynometreae et des Amherstieae africaines (Léguminosae-Caesalpinioideae). Essai de blastogenie appliqué à la systématique" [Genera of the African Cynometreae and Amherstieae (Leguminosae–Caesalpinioideae). A blastogeny test applied to systematics.]. Mémoires de l'Académie Royale de Sciences, Lettres et Beaux-Arts de Belgique. Classe des Sciences [in octavo]. 30 (2): 1–314.