I believe the lowest power aircraft engine currently in production is the Swedish Radne Raket 120 at the manufacturer's claimed output of 14 hp. However, Wikipedia suggests that the only fixed-wing aircraft using this powerplant requires two of of them, therefore adding up to 28 hp.