Vinoba Bhave was the first recipient of the Ramon Magsaysay Award for Community Leadership in 1958, recognized for his Bhoodan (land gift) movement. Baba Amte and Prakash Amte received the award later, while Mahatma Gandhi had passed away before the award was established.