An alternative to the Personal Access Token is the Project Access Token.

For instructions on creating a Project Access Token in Gitlab, please consult GitLab's official documentation.

The scope determines the actions you can perform when you authenticate with a project access token. Select the read_repository.

For the role of the token, Reporter should be selected.