New lanthanide cyanoborates were synthesized from anhydrous lanthanide chlorides and the acid H[BH (CN) ] in either acetonitrile or pyridine. Reactions in acetonitrile lead to three-dimensional, anionic metal-organic frameworks (MOFs) [Ln {BH (CN) } ]⋅[Ln(CH CN) ] (Ln=Ce, Eu, Tb) which incorporate complex cations [Ln(CH CN) ] in the pores of the framework for charge compensation. In contrast, the reactions in pyridine result in the formation of one-dimensional coordination polymers [H(py) ][LnCl {BH (CN) } (py) ]⋅0.5 py (Ln=Ce, Pr, py=pyridine) with [H(py) ] as counter ions for the anionic strand structure. The products show intense photoluminescence, for Ce based on 5d-4f transitions in the blue spectral region, whereas the Eu and Tb compounds exhibit characteristic photoluminescence based on 4f-4f transitions of the respective lanthanide ions. The observed photoluminescence is mainly attributed to a direct excitation of the lanthanide ions and sensitization of the lanthanide ions by the [BH (CN) ] anions. These results mark the utilized borate anions as versatile building block for new coordination compounds.