These hydro-meteorological datasets for the Kagera River sub-basin in Tanzania include: observed streamflow data (2001-2011), observed rainfall data (1971-2022), and observed minimum and maximum temperature data (1971-2023). The datasets also contain future projections from CMIP6 scenarios for the period 2041-2100.