Phosphorus containing small molecules (particularly α‐aminophosphonates, α‐hydroxyphosphonates and bisphosphonates) represent a unique chemical space among the biologically active compounds. We selected 35 diverse compounds that showed remarkable cytotoxicity effects on various cancer cell lines. However, the exact mechanism of action often requires further investigations, in vitro or in silico target identification even though many target‐based activity data were gathered for the above cluster of compounds.