In recent times, there has been significant interest in the utilization of cellulose nanofiber (CNF) films as the foundation for supercapacitors due to their three-dimensional structure, flexibility and eco-friendliness. An ultrasonic and vacuum filtration method was used to prepare a hybrid film consisting of MXene (Ti3C2Tx), CNF and liquid metal (LM). The combination of CNF and LM with MXene produces a porous structure with higher electrical conductivity, which facilitates the transportation of ions and electrons within the composition and confers the material with heightened electrochemical properties. The CNF/MXene/LM electrode has a significant area capacitance of 871.3 mF cm−2 at a current density of 5 mA cm−2. The hybrid film demonstrates excellent stability, maintaining a high conductivity of 546.4 S∙cm−1 and retaining 96.9 % capacitance after 2000 cycles at a current density of 10 mA cm−2. By utilizing the thin film as an electrode, a high-performance quasi-solid supercapacitor was fabricated, with a remarkably thin thickness of only 0.319 mm. Supercapacitors show exceptional electrical properties, including a surface-specific capacitance of 188.2 mF cm−2 at a current density of 5 mA cm−2. This study indicates that flexible electrodes made from cellulose nanofiber have extensive potential in the realm of supercapacitors.