The MesoNET initiative is redefining the landscape of high-performance computing (HPC) in France by establishing a distributed national mesocentre infrastructure that bridges regional and national computational resources. Coordinated within the Equip@meso framework and supported by GENCI, MesoNET unites over twenty academic and research institutions to enhance technological capabilities, stimulate regional innovation, and foster collaboration across the HPC ecosystem.