We investigate the facilitation induced transparency (FIT) enabled by strong and long-range Rydberg atom interaction between two spatially separated optical channels. In this setting, resonant two-photon excitation of Rydberg states in a gate channel is conditioned by a single Rydberg excitation in a control channel. Through the contactless coupling enabled by the Rydberg interaction, the optical transparency of the gate channel can be actively manipulated by steering the optical detuning in the control channel. By adopting a dressed-state picture, we identify two different interference pathways, one corresponding to Rydberg blockade and an emergent one contributed from facilitation. We show that the FIT is originated from the Rydberg interaction and the quantum interference between the two pathways, which is different from electromagnetically induced transparency by single-body laser-atom coupling. We found that the FIT in the dual-channel setting is robust and insensitive to systemic parameters, and can be extended to multi-channel regimes. Moreover, we demonstrate that such a FIT permits to realize controllable single-photon switch, which paves a route to detect Rydberg facilitation from optical absorption spectrum. Our study contributes to current efforts in probing correlated many-body dynamics and developing single photon devices with Rydberg atomic ensembles.