Meigs was born in Shelburne, Vermont. He was the eighth child of Whiting Meigs and Charlotte (Grennell) Meigs. He received his common school education there and then ventured to Newark, New Jersey, Brooklyn, New York, Key West, Florida, Memphis, Tennessee, and New Orleans, Louisiana. He ultimately went to California during the gold rush of 1849, where he opened a lumber business in San Francisco.