Expediting the separation and transfer of photogenerated carriers is crucial for plasmonic materials to improve the performance of photocatalysts. However, it remains a significant challenge to strengthen the local surface plasma resonance (LSPR) through the modulation of surface functional groups. Herein, Ti3C2Tx MXene is combined with two typical semiconductor materials to form Ti3C2Tx/CdS (TCS) with dominated surface Ox groups and Ti3C2Tx/C3N4 (TCN) with surface-terminated Fx species. The obtained TCS composite shows a higher photocatalytic performance (96.7 %) than TCN (86.7 %) and the corresponding bare catalysts in the degradation of tetracycline within 60 min under visible-light irradiation. Moreover, the degradation rate of Ti3C2Tx/CdS composite decreases by only 2.3 % after 4 cycles photocatalytic process, which is more stable than Ti3C2Tx/C3N4 (3.3 %) and CdS (39.3 %). The improved photocatalytic activity and stability mainly result from the enhanced LSPR effect of Ti3C2Tx MXene. In particular, the better performance of TCS compared to TCN indicates that the LSPR effect is highly related to the surface-terminated [O]/[F] ratio. These results directly provide a strategy to enhance the electric field dynamics of MXene materials for improving photocatalytic performance.