diff --git a/debian/changelog b/debian/changelog
index 60c82e3..8283225 100644
--- a/debian/changelog
+++ b/debian/changelog
@@ -5,6 +5,8 @@ bumprace (1.5.7-2) UNRELEASED; urgency=medium
   * Use secure URI in Homepage field.
   * Bump debhelper from old 11 to 12.
   * Add missing colon in closes line.
+  * Set upstream metadata fields: Bug-Database, Bug-Submit, Repository,
+    Repository-Browse.
 
  -- Debian Janitor <janitor@jelmer.uk>  Thu, 31 Oct 2019 13:41:50 +0000
 
diff --git a/debian/upstream/metadata b/debian/upstream/metadata
new file mode 100644
index 0000000..326ffbb
--- /dev/null
+++ b/debian/upstream/metadata
@@ -0,0 +1,5 @@
+---
+Bug-Database: https://github.com/karlb/bumprace/issues
+Bug-Submit: https://github.com/karlb/bumprace/issues/new
+Repository: https://github.com/karlb/bumprace.git
+Repository-Browse: https://github.com/karlb/bumprace