diff --git a/gdk-pixbuf/meson.build b/gdk-pixbuf/meson.build
index 54ff9dd..27f8512 100644
--- a/gdk-pixbuf/meson.build
+++ b/gdk-pixbuf/meson.build
@@ -348,7 +348,14 @@ foreach bin: gdkpixbuf_bin
   set_variable(bin_name.underscorify(), bin)
 endforeach
 
-if not meson.is_cross_build()
+if dynamic_loaders.length() == 0
+  # skip tool invocation
+  cmake = find_program('cmake', required : true)
+  loaders_cache = custom_target('loaders.cache', output: 'loaders.cache', capture: true,
+                                command: [ cmake, '-E', 'echo', '# No dynamic loaders enabled at build time' ],
+                                build_by_default: true)
+  loaders_dep = declare_dependency(sources: [ loaders_cache ])
+elif not meson.is_cross_build()
   # The 'loaders.cache' used for testing, so we don't accidentally
   # load the installed cache; we always build it by default
   loaders_cache = custom_target('loaders.cache',