Solid strong base catalysts have high potentials in a variety of reactions due to the advantages of negligible corrosion, easy separation, and high efficiency. However, two issues hinder the applications of such catalysts seriously, namely aggregation of basic sites and leaching of active species during reactions. The development of solid strong base catalysts with active sites that are highly dispersed and stable remains a pronounced challenge. In this work, we employed a two-step reduction strategy to anchor Na single atoms on nitrogen-doped porous carbon (NPC) support, producing a high-performance solid strongly basic catalyst named as Na
1/NPC. The alkali precursor NaNO
3 was converted to Na
2O on NPC at 400
oC, in which conventional solid base catalyst Na
2O/NPC was generated. Upon heat treatment at 850
oC, Na
2O was further reduced to Na single atoms anchored on NPC, creating Na
1/NPC. Experimental studies and theoretical calculations show that Na is structurally embedded on the support in penta-coordinated configuration (Na-C
3N
2). The synergistic effect of highly dispersed Na atoms and nitrogen doping results in uncommon catalytic activity and stability. In transesterification between methanol and ethylene carbonate to produce dimethyl carbonate (DMC), the yield of DMC reaches 48.4% over Na
1/NPC, corresponding to a turnover frequency (TOF) of 129.4 h
-1, which is far beyond the conventional counterpart Na
2O/NPC (63.3 h
-1) and various reported solid base catalysts. The catalytic activity of Na
1/NPC almost keeps constant during five cycles, while 87% of activity is lost for Na
2O/NPC due to the leaching of basic sites. This work might offer new ideas for the development of efficient single-atom solid strong base catalysts with high efficiency.