Noble metal nanoparticles (NPs) possess unique plasmonics properties, enabling them to serve as sub-diffraction light sources and nano antenna for a wide range of applications. Here we report specific interaction of single Ag NPs with single EGFP molecules and high dependence of their interaction upon localized-surface-plasmon-resonance (LSPR) spectra of single Ag NPs and EGFP. LSPR spectra of single red Ag NPs show a stunning 60-nm blue-shift during their incubation with EGFP, whereas they remain unchanged during their incubation with bovine serum albumin (BSA). Interestingly, the peak wavelengths of LSPR spectra of green and blue Ag NPs remain essentially unchanged. These interesting findings suggest that plasmon-resonance-energy-transfer (PRET) from single Ag NPs to EGFP might follow a two-photon excitation mechanism to excite EGFP and fluorescence of excited EGFP might couple with plasmon of single NPs that lead to the blue-shift of the red NPs. These distinctive phenomena are only observed by real-time single NP spectroscopic measurements. This study offers exciting new opportunities to design new sensing and imaging tools with high specificity and sensitivity to study long-range molecular interactions and dynamic events in single live cells, and to probe underlying molecular mechanisms of PRET.