To effectively penetrate the blood‒brain barrier (BBB) and integrate magnetic resonance imaging (MRI) diagnosis and multitarget therapy for orthotopic glioma, we proposed to develop a multinuclear gadolinium (Gd) complex based on apoferritin (AFt). To this end, we rationally designed and synthesized a trinuclear Gd(III) complex (Gd3) with strong T1-weighted MRI performance and remarkable cytotoxicity against glioma cells in vitro. Subsequently, we constructed an AFt-Gd3 nanoparticle (NP) delivery system. AFt-Gd3 NPs not only penetrated the BBB but also provided significant T1-weighted MRI contrast for orthotopic glioma while effectively inhibiting glioma growth with minimal side effects in vivo. Furthermore, we elucidated the mechanism by which AFt-Gd3 NPs inhibit glioma growth: inducing apoptosis through chemodynamic therapy, blocking glutamine metabolism, and inhibiting energy metabolism.