This repository compiles and maintains a categorized reference list of software tools and datasets used for anomaly detection in time-series data. It prioritizes actively maintained projects over unmaintained ones based on recent commit activity. The list covers tools spanning multiple programming languages including Python, Java, and C++, with licenses ranging from Apache-2.0 to GPL.