Objective To study of the levels of matrix metalloproteinase 3 (MMP-3), tumor necrosis factor (TNF) and vascular endothelial growth factor (VEGF) in serum and follicular fluid during in vitro fertilization-embryo transfer (IVF-ET) cycles and their relationships with ovarian response. Methods Totally 413 infertile female patients were under investigation. According to the number of eggs obtained, they were divided into high reaction group (eggs obtained ≥ 20), normal reaction group (6-19 eggs obtained) and the low reaction group (eggs obtained ≤ 5). The levels of MMP-3, TNF and VEGF in serum and follicular fluid were measured by ELISA on the gonadotropin (Gn) initial injection day and the human chorionic gonadotropin (hCG) injection day. The differences among the groups were analyzed. Results The serum expressions of MMP-3 and VEGF on the hCG injection day were significantly higher than those on the Gn initial injection day in all the 3 groups (P < 0.05). The serum expression of TNF on the hCG injection day was lower than that on the Gn initial injection day in the 3 groups (P < 0.05). The level of MMP-3 in the follicular fluid of the high reaction group was higher than that of the normal reaction group and the low reaction group (P < 0.05). The levels of VEGF and TNF in the follicular fluid of the high reaction group were lower than those of the normal reaction group and the low reaction group (P < 0.05). Conclusions With the development of follicles during ovulation promotion, the serum expressions of VEGF and MMP-3 increase and TNF gradually decreases. After hyperstimulation of ovulation the expression of MMP-3 in follicular fluid is positively correlated with ovarian response, while VEGF and TNF are negatively correlated with ovarian response.