Fparse is an AI-assisted Fortran function parser that supports nested functions, automatic evaluation order based on dependencies, and user-defined functions. It also computes first derivatives using automatic differentiation and exports dependency information. It has numerous test cases and outperforms both native Fortran and other expression parsers, including Python, in speed.