<p>The stable oxygen isotopic composition of marine carbonates (δ<sup>18</sup>O<sub>c</sub>) is one of the oldest and most widely-used paleothermometers, but interpretation of these data is complicated by the necessity of knowing the δ<sup>18</sup>O of the source seawater (δ<sup>18</sup>O<sub>w</sub>). The effect of local hydrography (the <q>salinity effect</q>) is particularly difficult to correct for and may lead to errors of >10°C in sea-surface temperatures if neglected. A variety of methods for calculating δ<sup>18</sup>O<sub>w</sub> have been developed in the literature, but not all are readily accessible to workers. Likewise, temperature estimates are sensitive to a range of other calibration choices (such as calibration species and the inclusion or exclusion of carbonate ion effects) which can require significant effort to intercompare. We present an online tool for δ<sup>18</sup>O-temperature conversions which provides convenient access to a wide range of calibrations and methods from the literature. Using results from recent isotope-enabled climate simulations, we show that the common method of estimating δ<sup>18</sup>O<sub>w</sub> from sample latitudes likely results in paleotemperature estimates that are too cold by up to 5 °C in the North Atlantic and too hot by up to 5°C in the Southern Ocean during the warmest climate states. Our tool provides a convenient way for workers to examine the effects of alternate calibration and correction procedures on their δ<sup>18</sup>O-based temperature estimates.</p>