This repository maintains a curated, continuously updated collection of research papers on Data Agents—autonomous AI systems that use LLMs to perform data tasks such as natural language to SQL, data cleaning, visualization, and discovery. It serves as the companion resource to an academic survey paper on the field. The list covers architectures, benchmarks, and applications for data-centric AI agents.