A robust and rapid manganese formic acid (FA) dehydrogenation catalyst is reported. The manganese is supported by the recently developed, hybrid backbone chelate ligand tBuPNNOP (tBuPNNOP=2,6‐(di‐tert‐butylphosphinito)(di‐tert‐butylphosphinamine)pyridine) (1) and the catalyst is readily prepared with MnBrCO5 to form [(tBuPNNOP)Mn(CO)2][Br] (2). Dehydrohalogenation of 2 generated the neutral five coordinate complex (tBuPNNOP)Mn(CO)2 (3). Dehydrogenation of FA by 2 and 3 was found to be highly efficient, exhibiting turnover frequencies (TOFs) exceeding 8500 h−1, rivaling many noble metal systems. The parent chelate, tBuPONOP (tBuPONOP=2,6‐bis(di‐tert‐butylphosphinito)pyridine) or tBuPNNNP (tBuPNNNP=2,6‐bis (di‐tert‐butylphosphinamine)pyridine), coordination complexes of Mn were synthesized, respectively affording [(tBuPONOP)Mn(CO)2][Br] (4) and [(tBuPNNNP)Mn(CO)2][Br] (5). FA dehydrogenation with the hybrid‐ligand supported 2 exhibits superior catalysis to 4 and 5.