diff --git a/var/spack/repos/builtin/packages/imagemagick/package.py b/var/spack/repos/builtin/packages/imagemagick/package.py
index 38208f42de3..7c60470dfc6 100644
--- a/var/spack/repos/builtin/packages/imagemagick/package.py
+++ b/var/spack/repos/builtin/packages/imagemagick/package.py
@@ -36,3 +36,7 @@ def configure_args(self):
         return [
             '--with-gs-font-dir={0}'.format(gs_font_dir)
         ]
+
+    @property
+    def libs(self):
+        return find_libraries('libMagick*', root=self.prefix, recursive=True)