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-[![Build Status](https://travis-ci.org/hammerlab/mhcflurry.svg?branch=master)](https://travis-ci.org/hammerlab/mhcflurry) [![Coverage Status](https://coveralls.io/repos/github/hammerlab/mhcflurry/badge.svg?branch=master)](https://coveralls.io/github/hammerlab/mhcflurry?branch=master)
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 # mhcflurry
-Open source neural network models for peptide-MHC binding affinity prediction
-
-MHCflurry is an open source package for peptide/MHC I binding affinity prediction.
-It provides competitive accuracy with a fast and documented implementation.
+Open source peptide/MHC I binding affinity prediction. Competitive accuracy, fast,
+and [documented](http://www.hammerlab.org/mhcflurry/).
+[![Build Status](https://travis-ci.org/hammerlab/mhcflurry.svg?branch=master)](https://travis-ci.org/hammerlab/mhcflurry) [![Coverage Status](https://coveralls.io/repos/github/hammerlab/mhcflurry/badge.svg?branch=master)](https://coveralls.io/github/hammerlab/mhcflurry?branch=master)
 
 MHCflurry supports Class I peptide/MHC binding affinity prediction using
 ensembles of allele-specific models. You can fit MHCflurry models to your own data