This repository aggregates practical guide resources for Medical Large Language Models, organized as trees, tables, and categorized papers. It accompanies survey papers published in Nature Reviews Bioengineering and arXiv covering the progress, application, and challenges of LLMs in medicine. The collection includes links to foundational models, clinical applications, datasets, and evaluation benchmarks specific to medical AI.