Chai Stats is a plugin for the Chai Assertion Library that provides additional statistical and numerical assertions, such as `almost.equal`, `deepAlmostEqual`, and methods for calculating sums, means, and standard deviations. It is designed for developers using Chai for testing, particularly those working with numerical data or statistical computations in JavaScript.