Gapped two-dimensional topological phases can feature ungappable edge states which are robust even in the absence of protecting symmetries. In this work we show that a multipartite entanglement measure recently proposed in the context of holography, the Markov gap, provides a universal diagnostic of ungappable edge states. Defined as a difference of the reflected entropy and mutual information h(A : B) = SR(A : B) − I(A : B) between two parties, we argue that for A, B being adjacent subregions in the bulk, h = c + 3 log 2, where c+ is the minimal total central charge of the boundary theory. As evidence, we prove that h = 0 for string-net models, and numerically verify that h = |C| 3 log 2 for a Chern-C insulator. Our work establishes a unique bulk entanglement criteria for the presence of a conformal field theory on the boundary.