diff --git a/src/Magnum/DebugTools/Test/ForceRendererGLTest.cpp b/src/Magnum/DebugTools/Test/ForceRendererGLTest.cpp
index 4463632ed..d13220025 100644
--- a/src/Magnum/DebugTools/Test/ForceRendererGLTest.cpp
+++ b/src/Magnum/DebugTools/Test/ForceRendererGLTest.cpp
@@ -102,6 +102,11 @@ void ForceRendererGLTest::render2D() {
     camera.draw(drawables);
 
     MAGNUM_VERIFY_NO_GL_ERROR();
+
+    if(!(_manager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_manager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImageImporter plugins not found.");
+
     CORRADE_COMPARE_WITH(
         framebuffer.read({{}, {64, 64}}, {PixelFormat::RGBA8Unorm}),
         Utility::Directory::join(DEBUGTOOLS_TEST_DIR, "ForceRenderer2D.tga"),
@@ -143,6 +148,11 @@ void ForceRendererGLTest::render3D() {
     camera.draw(drawables);
 
     MAGNUM_VERIFY_NO_GL_ERROR();
+
+    if(!(_manager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_manager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImageImporter plugins not found.");
+
     {
         CORRADE_EXPECT_FAIL("I'm unable to convince it to orient the arrowhead correctly in 3D.");
         CORRADE_COMPARE_WITH(
diff --git a/src/Magnum/DebugTools/Test/ObjectRendererGLTest.cpp b/src/Magnum/DebugTools/Test/ObjectRendererGLTest.cpp
index 2512ea00a..401a433ee 100644
--- a/src/Magnum/DebugTools/Test/ObjectRendererGLTest.cpp
+++ b/src/Magnum/DebugTools/Test/ObjectRendererGLTest.cpp
@@ -103,6 +103,11 @@ void ObjectRendererGLTest::render2D() {
     camera.draw(drawables);
 
     MAGNUM_VERIFY_NO_GL_ERROR();
+
+    if(!(_manager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_manager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImporter plugins not found.");
+
     CORRADE_COMPARE_WITH(
         framebuffer.read({{}, {64, 64}}, {PixelFormat::RGBA8Unorm}),
         Utility::Directory::join(DEBUGTOOLS_TEST_DIR, "ObjectRenderer2D.tga"),
@@ -143,6 +148,11 @@ void ObjectRendererGLTest::render3D() {
     camera.draw(drawables);
 
     MAGNUM_VERIFY_NO_GL_ERROR();
+
+    if(!(_manager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_manager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImporter plugins not found.");
+
     CORRADE_COMPARE_WITH(
         framebuffer.read({{}, {64, 64}}, {PixelFormat::RGBA8Unorm}),
         Utility::Directory::join(DEBUGTOOLS_TEST_DIR, "ObjectRenderer3D.tga"),
diff --git a/src/Magnum/DebugTools/Test/ScreenshotGLTest.cpp b/src/Magnum/DebugTools/Test/ScreenshotGLTest.cpp
index 858c6042d..10d04adf8 100644
--- a/src/Magnum/DebugTools/Test/ScreenshotGLTest.cpp
+++ b/src/Magnum/DebugTools/Test/ScreenshotGLTest.cpp
@@ -101,6 +101,10 @@ constexpr Color4ub DataRgba8[]{
 };
 
 void ScreenshotGLTest::rgba8() {
+    if(!(_converterManager.loadState("AnyImageConverter") & PluginManager::LoadState::Loaded) ||
+       !(_converterManager.loadState("TgaImageConverter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageConverter / TgaImageConverter plugins not found.");
+
     ImageView2D rgba{PixelFormat::RGBA8Unorm, {4, 3}, DataRgba8};
 
     GL::Texture2D texture;
@@ -140,6 +144,11 @@ void ScreenshotGLTest::rgba8() {
     CORRADE_VERIFY(succeeded);
     CORRADE_COMPARE(out.str(),
         Utility::formatString("DebugTools::screenshot(): saved a PixelFormat::RGBA8Unorm image of size Vector(4, 3) to {}\n", file));
+
+    if(!(_importerManager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_importerManager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImporter plugins not found.");
+
     CORRADE_COMPARE_WITH(file, rgba, CompareFileToImage{_importerManager});
 }
 
@@ -155,6 +164,10 @@ void ScreenshotGLTest::r8() {
     #ifdef MAGNUM_TARGET_GLES2
     CORRADE_SKIP("Lumimance isn't renderable and the API doesn't support forcing a specific GL pixel format for EXT_texture_rg, can't test.");
     #else
+    if(!(_converterManager.loadState("AnyImageConverter") & PluginManager::LoadState::Loaded) ||
+       !(_converterManager.loadState("TgaImageConverter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageConverter / TgaImageConverter plugins not found.");
+
     ImageView2D r{PixelFormat::R8Unorm, {4, 3}, DataR8};
 
     GL::Texture2D texture;
@@ -188,6 +201,11 @@ void ScreenshotGLTest::r8() {
     CORRADE_VERIFY(succeeded);
     CORRADE_COMPARE(out.str(),
         Utility::formatString("DebugTools::screenshot(): saved a PixelFormat::R8Unorm image of size Vector(4, 3) to {}\n", file));
+
+    if(!(_importerManager.loadState("AnyImageImporter") & PluginManager::LoadState::Loaded) ||
+       !(_importerManager.loadState("TgaImporter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageImporter / TgaImporter plugins not found.");
+
     CORRADE_COMPARE_WITH(file, r, CompareFileToImage{_importerManager});
     #endif
 }
@@ -203,6 +221,10 @@ void ScreenshotGLTest::unknownFormat() {
 
     CORRADE_COMPARE(framebuffer.checkStatus(GL::FramebufferTarget::Read), GL::Framebuffer::Status::Complete);
 
+    if(framebuffer.implementationColorReadFormat() == GL::PixelFormat::RGBA &&
+       framebuffer.implementationColorReadType() == GL::PixelType::UnsignedByte)
+        CORRADE_SKIP("The framebuffer read format is RGBA8, can't test.");
+
     std::ostringstream out;
     bool succeeded;
     {
@@ -254,6 +276,9 @@ void ScreenshotGLTest::pluginLoadFailed() {
 }
 
 void ScreenshotGLTest::saveFailed() {
+    if(!(_converterManager.loadState("AnyImageConverter") & PluginManager::LoadState::Loaded))
+        CORRADE_SKIP("AnyImageConverter plugin not found.");
+
     ImageView2D rgba{PixelFormat::RGBA8Unorm, {4, 3}, DataRgba8};
 
     GL::Texture2D texture;
diff --git a/src/Magnum/TextureTools/Test/DistanceFieldGLTest.cpp b/src/Magnum/TextureTools/Test/DistanceFieldGLTest.cpp
index fbe6a680a..23e7708e7 100644
--- a/src/Magnum/TextureTools/Test/DistanceFieldGLTest.cpp
+++ b/src/Magnum/TextureTools/Test/DistanceFieldGLTest.cpp
@@ -72,8 +72,10 @@ DistanceFieldGLTest::DistanceFieldGLTest() {
 
     /* Load the plugin directly from the build tree. Otherwise it's either
        static and already loaded or not present in the build tree */
-    #if defined(ANYIMAGEIMPORTER_PLUGIN_FILENAME) && defined(TGAIMPORTER_PLUGIN_FILENAME)
+    #ifdef ANYIMAGEIMPORTER_PLUGIN_FILENAME
     CORRADE_INTERNAL_ASSERT(_manager.load(ANYIMAGEIMPORTER_PLUGIN_FILENAME) & PluginManager::LoadState::Loaded);
+    #endif
+    #ifdef TGAIMPORTER_PLUGIN_FILENAME
     CORRADE_INTERNAL_ASSERT(_manager.load(TGAIMPORTER_PLUGIN_FILENAME) & PluginManager::LoadState::Loaded);
     #endif