The present review provided a comprehensive overview of the plant extracts and the compounds studied for their HSP90 inhibition effects and explored their binding sites to the protein as well as their mechanism of action inducing an anticancer effect in breast cancer models. Here, HSP90AA1 is linked to breast cancer.