The syntheses, crystal structures, and magnetic properties of a novel family of heterometallic aggregates [CuII9LnIII2(μ3‐OH)8(mea)4(C3H7COO)4(NO3)2Cl6(MeOH)4(H2O)2]·3MeOH·2H2O [Ln = Eu (1), Gd (2), Tb (3), Dy (4)] are reported. The compounds were obtained by the direct reaction of monoethanolamine (Hmea) with CuCl2·2H2O and Ln(NO3)3·6H2O in the presence of sodium butyrate (C3H7COONa) in MeOH/MeCN solution. Compounds 1–4 are isomorphous and have an intriguing heterometallic undecanuclear [Cu9Ln2] core that contains a [3 × 3] [Cu9] grid and two [LnCu4] tetragonal pyramids that share a common [Cu4] vertex. Compounds 1–4 are the first high‐nuclearity 3d‐4f aggregates bearing a monoethanolamine (Hmea) ligand to be reported. The magnetic properties of 1–4 have been investigated by dc and ac susceptibility measurements. A detailed magnetic analysis revealed that antiferromagnetic Cu···Cu interactions and ferromagnetic Cu···Gd couplings exist in [Cu9Gd2] (2), which exhibits a significant magnetocaloric effect. Furthermore, [Cu9Tb2] (3) and [Cu9Dy2] (4) display slow relaxation of the magnetization.