Interacting selectively and non-covalently with a 21U-RNA, a 21-nucleotide RNA characterized by a uridine 5'-monophosphate and a modified 3' end resistant to periodate degradation. 21U-RNAs are derived from distinct, autonomously expressed loci within the genome.