Coveralls is a tool designed to help developers deliver code with confidence by identifying parts of their code that are not covered by tests. It integrates with GitHub, Bitbucket, and GitLab, offering free services for open-source repositories and paid plans for private repositories. By working with continuous integration servers, Coveralls sifts through coverage data to uncover issues, allowing developers to see trends and improve their code's reliability.