This study investigates the use of Iraqi limestone as an adsorbent for the removal of the cationic dye methyl violet from aqueous solutions. Key factors influencing the adsorption performance, including equilibrium time, limestone dosage, particle size, pH, and temperature, were systematically examined, revealing optimal conditions for dye removal. Results indicate that the adsorption process is best described by the Langmuir isotherm model, with a pseudosecond order kinetic model providing a good fit for the experimental data.