diff --git a/metals/src/main/scala/scala/meta/internal/metals/TargetData.scala b/metals/src/main/scala/scala/meta/internal/metals/TargetData.scala
index 5029720f789..a2896ae557d 100644
--- a/metals/src/main/scala/scala/meta/internal/metals/TargetData.scala
+++ b/metals/src/main/scala/scala/meta/internal/metals/TargetData.scala
@@ -109,6 +109,8 @@ final class TargetData {
     javaTargetInfo.get(id)
   def jvmTarget(id: BuildTargetIdentifier): Option[JvmTarget] =
     scalaTarget(id).orElse(javaTarget(id))
+  def jvmTargets(id: BuildTargetIdentifier): List[JvmTarget] =
+    List(scalaTarget(id), javaTarget(id)).flatten
 
   private val sourceBuildTargetsCache =
     new util.concurrent.ConcurrentHashMap[AbsolutePath, Option[
@@ -163,7 +165,10 @@ final class TargetData {
         }
       } yield path
 
-    if (fromDepModules.isEmpty) jvmTarget(id).flatMap(_.jarClasspath)
+    if (fromDepModules.isEmpty)
+      jvmTargets(id).map(_.jarClasspath).collectFirst { case Some(classpath) =>
+        classpath
+      }
     else Some(fromDepModules)
   }