Significance Microtubules are dynamic protein filaments assembled from tubulin subunits, which play a key role for cell division. Ligands that target microtubules and affect their dynamics belong to the most successful classes of chemotherapeutic drugs against cancer by inhibiting cell proliferation. Here we have analyzed three structurally unrelated drugs that destabilize microtubules, using X-ray crystallography. The data reveal a new tubulin-binding site for these drugs, which renders their mechanism of action distinct from that of other types of microtubule assembly inhibitors. Similar key interactions with tubulin are observed for all three ligands, thus defining a common pharmacophore. Our results offer an opportunity for the rational design of potent tubulin modulators for the development of more efficient cancer therapies.