MESSI (Metabolic Engineering Target Selection and Best Strain Identification Tool) is a web server for predicting efficient chassis and regulatory components for yeast bio-based production. The server provides an integrative platform for users to analyze ready-to-use public high-throughput metabolomic data, which are transformed into metabolic pathway activities for identifying the most efficient S. cerevisiae strain for producing a compound of interest.