Abstract The role of IL‐10 in malignant pleural effusion (MPE) remains unknown. By using murine MPE models, we observed that an increase in pleural IL‐10 was a significant predictor of increased risk of death. We noted that T H 1‐ and T H 17‐cell content in MPE was higher in IL‐10 –/– mice than in WT mice, and IL‐10 deficiency promoted differentiation into T H 1 but not into T H 17 cells. A higher fraction of T H 1 and T H 17 cells in the MPE of IL‐10 –/– mice expressed CXCR3 compared with WT mice. We also demonstrated that Lewis lung cancer and colon adenocarcinoma cells secreted large amounts of CXCL10, a ligand of CXCR3, which induced the migration of T H 1 and T H 17 cells into the MPE, and IFN‐γ could promote this signaling cascade. Furthermore, intrapleural injection of mice with CXCL10‐deficient tumor cells led to decreased T H 1‐ and T H 17‐cell content in MPE, increased MPE volume, and reduced survival of MPE‐bearing mice. Taken together, we demonstrated that IL‐10 deficiency promoted T‐cell differentiation into T H 1 cells and upregulated the CXCR3‐CXCL10 signaling pathway that recruits T H 1 and T H 17 cells into MPE, ultimately resulting in decreased MPE formation and longer survival time of mice‐bearing MPE.