There is a pressing need for rapid and reliable approaches to the delivery of sensitive yet rugged diagnostic assays specific for emerging viruses, to hasten containment of outbreaks when and wherever they occur. Within 3 weeks, we delivered an antigen-capture assay for Marburg virus (MARV) that was based on llama single-domain antibodies (sdAbs) selected at biosafety level 4. Four unique sdAbs were capable of independently detecting MARV variants Musoke, Ravn, and Angola without cross-reactivity with the 4 Ebola virus species. The unoptimized assays could be performed in <30 min and, at best, provided a visual read of 10-100 pfu in a 100-microL sample when a colorimetric substrate was used and 0.1-1 pfu when a chemiluminescent substrate was used. All the sdAbs were specific for nucleoprotein, with an assay sensitivity that was reliant on detergent-mediated exposure of polyvalent antigen. Our strategy highlights the potential of direct antibody selection on filoviruses as a guide for effective and fast diagnostic development.