Amitriptyline (AMT) is an antidepressant often found in water environments. Due to its toxicity, in this work, AMT adsorption was proposed using graphene oxide (GO) and magnetic GO (GO·Fe3O4 1:1). The adsorbent characterizations were accomplished by FTIR, SEM, EDS, Raman spectroscopy, XRD, and VSM revealed the typical characteristics of the pristine GO and GO·Fe3O4 1:1. In the batch adsorption study, GO·Fe3O4 1:1 showed the highest adsorption capacity (91.84 mg g−1) and removal percentage (92 %) (at pH = 9.0, C0 = 50.0 mg L−1, adsorbent dosage = 0.5 g L−1, the temperature at 293 ± 1.00 K). Moreover, the Sips model showed the best adjustment for isothermal experimental data. This model suggests that the adsorption occurs at heterogeneous surfaces when the qs value increases with the increase in temperature (from 235.57 mg g−1 at 20 ºC to 463.34 mg g−1 at 50 ºC). The thermodynamic study confirms that AMT adsorption onto GO·Fe3O4 1:1 is a spontaneous and endothermic process (ΔH = 32.75 kJ mol−1). Elovich kinetic model presented the best adjustment for experimental data and showed that the adsorption rate (α) and surface coverage constant (β), decrease with the increase of the adsorbate dosage. Additionally, the ionic strength study reveals that a high concentration of NaCl (1.0 M) decreases the qe to 25.74 mg g−1. Lastly, after five consecutive adsorption/desorption cycles, the removal percentage of GO·Fe3O4 1:1 remained elevated (79 %). Overall, this paper reports the efficiency of GO·Fe3O4 1:1 on AMT removal, in addition to investigating the several variables involved in this adsorption.