diff --git a/Gemfile b/Gemfile
index ef68bb0..9df5471 100644
--- a/Gemfile
+++ b/Gemfile
@@ -28,3 +28,8 @@ gem 'puppet-lint-undef_in_function-check', :require => false
 gem 'puppet-lint-unquoted_string-check', :require => false
 gem 'puppet-lint-variable_contains_upcase', :require => false
 gem 'puppet-lint-version_comparison-check', :require => false
+
+# Rack if a dependency of github_changelog_generator
+gem 'github_changelog_generator', require: false
+gem 'rack', '~> 1.0', :require => false if RUBY_VERSION <= '2.2.2'
+gem 'rack', :require => false if RUBY_VERSION > '2.2.2'
diff --git a/Rakefile b/Rakefile
index e2cf8b8..86f084f 100644
--- a/Rakefile
+++ b/Rakefile
@@ -1,6 +1,14 @@
 require 'puppetlabs_spec_helper/rake_tasks'
 require 'puppet-lint/tasks/puppet-lint'
 require 'rubocop/rake_task'
+require 'github_changelog_generator/task'
+
+GitHubChangelogGenerator::RakeTask.new :changelog do |config|
+  config.user = 'ghoneycutt'
+  config.project = 'puppet-module-puppet'
+  config.issues = false
+  config.token = ENV['GITHUB_CHANGELOG_TOKEN']
+end
 
 RuboCop::RakeTask.new