The paper demonstrates that while frog species’ richness peaks at the urban–forest edge, specialized reproductive modes, such as arboreal and fossorial types, face high vulnerability to urban changes and habitat loss in the Western Ghats. The study highlights that functional traits, rather than just species identity, are critical for determining survival in rapidly expanding tropical cities.