Site-directed spin labeling (SDSL) of large RNAs for electron paramagnetic resonance (EPR) spectroscopy remains challenging up-to-date. We here demonstrate an efficient and generally applicable posttranscriptional SDSL method for large RNAs under non-denaturing conditions using an expanded genetic alphabet containing the NaM-TPT3 unnatural base pair (UBP). An alkyne-modified TPT3 ribonucleotide triphosphate (rTPT3COTP) is synthesized and site-specifically incorporated into large RNAs by in vitro transcription, which allows attachment of the azide-containing nitroxide through click chemistry. We validate this strategy using a 419-nucleotide Ribonuclease P (RNase P) RNA from Bacillus stearothermophilus. The effects of site-directed UBP incorporation and subsequent spin labeling to global structure and function of RNase P are marginal as evaluated by Circular Dichroism spectroscopy, Small Angle X-ray Scattering, and enzymatic assay. Continuous-wave EPR analyses reveal that the labeling reaction is efficient and specific, and Pulsed Electron-Electron Double Resonance measurements yield an inter-spin distance distribution that agrees well with the crystal structure. Thus, the labeling strategy as presented overcomes the size constraint of RNA labeling, opening new possibilities for application of EPR spectroscopy in investigating structure and dynamics of large RNA.