diff --git a/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/jupiter/JupiterConfigProvider.java b/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/jupiter/JupiterConfigProvider.java
index 894099f12..90ea96d64 100644
--- a/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/jupiter/JupiterConfigProvider.java
+++ b/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/jupiter/JupiterConfigProvider.java
@@ -77,22 +77,40 @@ public void onLoad(NativeImageConfiguration config) {
     @Override
     public void onTestClassRegistered(Class<?> testClass, NativeImageConfiguration registry) {
         /* Provide support for various annotations */
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, TestMethodOrder.class, TestMethodOrder::value);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, ArgumentsSource.class, ArgumentsSource::value);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, ExtendWith.class, ExtendWith::value);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, DisplayNameGeneration.class, DisplayNameGeneration::value);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, IndicativeSentencesGeneration.class, IndicativeSentencesGeneration::generator);
-        AnnotationUtils.forEachAnnotatedMethodParameter(testClass, ConvertWith.class, annotation -> registry.registerAllClassMembersForReflection(annotation.value()));
-        AnnotationUtils.forEachAnnotatedMethodParameter(testClass, AggregateWith.class, annotation -> registry.registerAllClassMembersForReflection(annotation.value()));
-        AnnotationUtils.forEachAnnotatedMethod(testClass, EnumSource.class, (m, annotation) -> handleEnumSource(m, annotation, registry));
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, MethodSource.class, JupiterConfigProvider::handleMethodSource);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, EnabledIf.class, JupiterConfigProvider::handleEnabledIf);
-        AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, DisabledIf.class, JupiterConfigProvider::handleDisabledIf);
 
+        /* Annotations from org.junit.jupiter.api */
         try {
-            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, FieldSource.class, JupiterConfigProvider::handleFieldSource);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, TestMethodOrder.class, TestMethodOrder::value);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, ExtendWith.class, ExtendWith::value);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, DisplayNameGeneration.class, DisplayNameGeneration::value);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, IndicativeSentencesGeneration.class, IndicativeSentencesGeneration::generator);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, EnabledIf.class, JupiterConfigProvider::handleEnabledIf);
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, DisabledIf.class, JupiterConfigProvider::handleDisabledIf);
         } catch (NoClassDefFoundError e) {
-            // if users use JUnit version older than 5.11, FieldSource class won't be available
+            debug("Cannot register annotations %s from 'org.junit.jupiter.api'. " +
+                        "Please verify that you have dependency that includes 'org.junit.jupiter.api' if you want to use these annotations.",
+                        List.of("TestMethodOrder", "ExtendWith", "DisplayNameGeneration", "IndicativeSentencesGeneration", "EnabledIf", "DisabledIf"));
+        }
+
+        /* Annotations from org.junit.jupiter.params */
+        try {
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, ArgumentsSource.class, ArgumentsSource::value);
+            AnnotationUtils.forEachAnnotatedMethodParameter(testClass, ConvertWith.class, annotation -> registry.registerAllClassMembersForReflection(annotation.value()));
+            AnnotationUtils.forEachAnnotatedMethodParameter(testClass, AggregateWith.class, annotation -> registry.registerAllClassMembersForReflection(annotation.value()));
+            AnnotationUtils.forEachAnnotatedMethod(testClass, EnumSource.class, (m, annotation) -> handleEnumSource(m, annotation, registry));
+            AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, MethodSource.class, JupiterConfigProvider::handleMethodSource);
+
+            // special case because the class might not be available because the annotation was introduced in JUnit 5.13
+            try {
+                AnnotationUtils.registerClassesFromAnnotationForReflection(testClass, registry, FieldSource.class, JupiterConfigProvider::handleFieldSource);
+            } catch (NoClassDefFoundError e) {
+                debug("Cannot register @FieldSource annotation from org.junit.jupiter.params. " +
+                        "Please verify that you have this dependency (with version greater than JUnit 5.13) if you want to use this annotation.");
+            }
+        } catch (NoClassDefFoundError e) {
+            debug("Cannot register annotations %s from 'org.junit.jupiter.params'. " +
+                        "Please verify that you have dependency that includes 'org.junit.jupiter.params' if you want to use these annotations.",
+                        List.of("ArgumentsSource", "ConvertWith", "AggregateWith", "EnumSource", "MethodSource", "FieldSource"));
         }
 
     }
diff --git a/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/vintage/VintageConfigProvider.java b/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/vintage/VintageConfigProvider.java
index f4399457f..fed18ac36 100644
--- a/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/vintage/VintageConfigProvider.java
+++ b/common/junit-platform-native/src/main/java/org/graalvm/junit/platform/config/vintage/VintageConfigProvider.java
@@ -46,6 +46,8 @@
 import org.graalvm.nativeimage.hosted.RuntimeReflection;
 import org.graalvm.nativeimage.hosted.RuntimeSerialization;
 
+import static org.graalvm.junit.platform.JUnitPlatformFeature.debug;
+
 public class VintageConfigProvider extends PluginConfigProvider {
 
     @Override
@@ -54,7 +56,7 @@ public void onLoad(NativeImageConfiguration config) {
             RuntimeSerialization.register(Class.forName("org.junit.runner.Result").getDeclaredClasses());
             RuntimeReflection.register(Class.forName("org.junit.runner.Description").getDeclaredFields());
         } catch (ClassNotFoundException e) {
-            System.out.println("Cannot register declared classes of org.junit.runner.Result for serialization or fields of org.junit.runner.Description for reflection. Vintage JUnit not available.");
+            debug("Cannot register declared classes of org.junit.runner.Result for serialization or fields of org.junit.runner.Description for reflection. Vintage JUnit not available.");
         }
     }