Mechanistically targeting cancer development, monoclonal antibodies (mAbs) had become a class of cancer therapy that possesses higher specificity and therefore less toxic comparing to conventional therapies. The current study summarized the development, category, properties and toxicity of mAbs, with focus on three typical mAbs (EGFR-TKIs, VEGF signaling pathway inhibitors, and PD-1/PD-L1 pathway inhibitors). Because of certain limitations of clinical trials (CTs), real-world studies (RWSs) have been employed to extend and complete the observation of usage of drug. In general, the efficacy and safety profile exhibited in CTs have been certified by RW data. Additionally, real-world studies included a much wider range of patients (elder patients, patients with uncommon mutations, and patients with other diseases), and the results of which indicated that mAbs also exhibited desirable effectiveness and mild adverse events (AEs) in all subgroups. Notably, VEGFR-TKIs-induced thyroid dysfunction is a little more common among older patients, and PD-1/PD-L1 pathway inhibitors have the risk of causing relevant AEs among patients with special conditions, while all of the treatment-associated AEs are tolerable and manageable.