Thirteen previously undescribed sesquiterpenoids, named magnorins A-M (1-13), were isolated from the fruits of Magnolia grandiflora Linn., along with five known analogues. The structures and absolute configurations of 1-13 were characterized using HR-ESI-MS, 1D and 2D NMR spectroscopy, X-ray crystallography, and by comparing experimental electronic circular dichroism data with theoretical calculations. Notably, compound 1 was a unique sesquiterpenoid with a bicyclo[5.3.1]undecane framework, derived from germacrane through the connection of C-5 and C-14. Compounds 2 and 3 were uncommon C17 homogermacrane-type sesquiterpenoid lactones, while 8 was the first germacrane-type sesquiterpenoid containing an oxetane ring bridging C-7 and C-11. A plausible biosynthetic pathway for 1 was also postulated. The cytotoxic effects of all sesquiterpenoids were assessed by measuring their ability to inhibit the growth of A549, MDA-MB-231, and SW480 cancer cells. Compounds 15-18 exhibited prominent cytotoxic activity, with IC50 values ranging from 3.70 to 20.28 μM, compared to the control group.