Here, the core−shell MFe 2 O 4 −TiO 2 (M = Mn, Fe, Zn, Co, or Ni) nanoparticles were synthesized on K-montmorillonite (MMT) edge sites and assessed as new selective adsorbents. The results revealed that UO 2 2+ and X n+ were simultaneously adsorbed on the TiO 2 (101) surfaces, MFe 2 O 4 (111)−TiO 2 (101)/MMT(100)−MFe 2 O 4 (111) interfaces, and MMT inner layers. Specifically, the X n+ ions were mainly adsorbed on the TiO 2 (101) surfaces. We note that, according to Freundlich models, UO 2 2+ and Cr 3+ were selectively adsorbed on the MFe 2 O 4 (111)−TiO 2 (101) interface. The high adsorption capacity of UO 2 2+ was 109.11 mg g −1 in the MMT−Fe 3 O 4 (111)−TiO 2 (101) interface. The interface electron gases transferred from MMT(100)−MFe 2 O 4 (111) to MFe 2 O 4 (111)−TiO 2 (101) prevent the Cr 3+ oxidation− reduction reaction and further adsorption. Our results suggested that MMT−MFe 2 O 4 −TiO 2 is a suitable candidate of highly selective uranyl removal.