The present invention relates to methods, kits, and compositions for purifying small RNA molecules. In particular, the present invention provides methods for purifying small RNA molecules from a sample containing both small RNA molecules and larger RNA molecules using a compaction agent and a RNA binding matrix, as well as compositions and kits for practicing such methods. In certain embodiments, the compaction agent comprises a plurality of metal-amine-halide molecules.