JarvisArt is an intelligent photo retouching agent that combines vision-language models to understand user creative intent and automatically apply professional image editing operations. It is built on multimodal LLMs (MLLMs) to serve as a general-purpose artistic assistant for Lightroom-style retouching workflows. The project includes model weights, evaluation benchmarks (MMArt-Bench), and a dataset (MMArt-PPR10k).