Cunningham produced definitive monographs of New Zealand Gasteromycetes (puffballs), Polyporaceae (pore fungi), Thelephoraceae (crust fungi), and Uredinales (rust fungi).
Nearly half of his more than 600 works concerned mycological topics, and he is remembered for his investigations of the parasitic fungi families Ustilaginaceae and Uredinaceae.