Disclosed herein are fusion proteins including an elastin-like peptide domain, a GLP-1 receptor agonist domain attached to a N-terminal end of the ELP domain, and a FGF21 receptor agonist domain attached to the C-terminal end of the ELP domain. Also disclosed are methods of making the fusion proteins, compositions including a plurality of fusion proteins, and uses of the fusion proteins and compositions.