In accordance with embodiments, there are provided mechanisms and methods for automatically updating a software QA test repository in a database system. These mechanisms and methods for automatically updating a QA test repository can enable embodiments to quickly and accurately update a test repository without requiring a user to repeatedly enter test case documentation data. These mechanisms and methods for automatically updating a QA test repository can also enable embodiments to extract plain language descriptions of test cases in the test repository. The ability of embodiments to automatically update the test repository and provide descriptions for the test cases stored in the test repository allows developers to efficiently update and share the contents of the test repository.