Updated project metadata. Chemical cross-linking (XL) coupled to mass spectrometry (MS) has become a powerful approach to probe the structure of protein assemblies. Although most of the applications concerned purified complexes, latest developments focus on large-scale in vivo studies. Pushing in this direction, we describe a new and simplified in vivo XL-MS workflow to study the cellular interactome of living bacterial cells. It is based on in vivo labeling and involves a one-step enrichment by click-chemistry on a solid support. Our approach shows an impressive efficiency on Neisseria meningitidis, leading to the identification of about 1,800 cross-links in a single LC-MS/MS run using a benchtop high-resolution Orbitrap mass spectrometer. Highly dynamic multiprotein complexes were successfully captured and characterized in all bacterial compartments, showing the great potential and precision of our large-scale approach. Our workflow paves new avenues for the deep in vivo analysis of cellular interactomes.