The index rose to 54.7 in February from 49.9 January.
An index above 50 signifies expansion, while a figure below 50 shows contraction.
The index is based on a survey of purchasing executives who buy the raw materials for manufacturing at more than 350 companies.
Of the industries tracked by the ISM, 14 reported growth in February.