diff --git a/doc/classes/@GlobalScope.xml b/doc/classes/@GlobalScope.xml
index 11c1c57a436..a9f922e7e99 100644
--- a/doc/classes/@GlobalScope.xml
+++ b/doc/classes/@GlobalScope.xml
@@ -30,6 +30,9 @@
 		<member name="Geometry" type="Geometry" setter="" getter="">
 			The [Geometry] singleton.
 		</member>
+		<member name="GodotSharp" type="GodotSharp" setter="" getter="">
+			The [GodotSharp] singleton.
+		</member>
 		<member name="IP" type="IP" setter="" getter="">
 			The [IP] singleton.
 		</member>
diff --git a/editor/doc/doc_data.cpp b/editor/doc/doc_data.cpp
index fe3eba593e9..34765c0c100 100644
--- a/editor/doc/doc_data.cpp
+++ b/editor/doc/doc_data.cpp
@@ -643,7 +643,9 @@ void DocData::generate(bool p_basic_types) {
 		}
 	}
 
-	//built in script reference
+	// Built-in script reference.
+	// We only add a doc entry for languages which actually define any built-in
+	// methods or constants.
 
 	{
 
@@ -651,12 +653,11 @@ void DocData::generate(bool p_basic_types) {
 
 			ScriptLanguage *lang = ScriptServer::get_language(i);
 			String cname = "@" + lang->get_name();
-			class_list[cname] = ClassDoc();
-			ClassDoc &c = class_list[cname];
+			ClassDoc c;
 			c.name = cname;
 
+			// Get functions.
 			List<MethodInfo> minfo;
-
 			lang->get_public_functions(&minfo);
 
 			for (List<MethodInfo>::Element *E = minfo.front(); E; E = E->next()) {
@@ -690,6 +691,7 @@ void DocData::generate(bool p_basic_types) {
 				c.methods.push_back(md);
 			}
 
+			// Get constants.
 			List<Pair<String, Variant> > cinfo;
 			lang->get_public_constants(&cinfo);
 
@@ -700,6 +702,13 @@ void DocData::generate(bool p_basic_types) {
 				cd.value = E->get().second;
 				c.constants.push_back(cd);
 			}
+
+			// Skip adding the lang if it doesn't expose anything (e.g. C#).
+			if (c.methods.empty() && c.constants.empty()) {
+				continue;
+			}
+
+			class_list[cname] = c;
 		}
 	}
 }
diff --git a/modules/gdnative/config.py b/modules/gdnative/config.py
index 37e25a46d4b..bf371ed95b1 100644
--- a/modules/gdnative/config.py
+++ b/modules/gdnative/config.py
@@ -8,7 +8,6 @@ def configure(env):
 
 def get_doc_classes():
     return [
-        "@NativeScript",
         "ARVRInterfaceGDNative",
         "GDNative",
         "GDNativeLibrary",
diff --git a/modules/gdnative/doc_classes/@NativeScript.xml b/modules/gdnative/doc_classes/@NativeScript.xml
deleted file mode 100644
index 7c881c689db..00000000000
--- a/modules/gdnative/doc_classes/@NativeScript.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" ?>
-<class name="@NativeScript" version="3.2">
-	<brief_description>
-	</brief_description>
-	<description>
-	</description>
-	<tutorials>
-	</tutorials>
-	<methods>
-	</methods>
-	<constants>
-	</constants>
-</class>
diff --git a/modules/mono/config.py b/modules/mono/config.py
index 775307e2c97..bd0c129489f 100644
--- a/modules/mono/config.py
+++ b/modules/mono/config.py
@@ -57,7 +57,6 @@ def configure(env):
 
 def get_doc_classes():
     return [
-        "@C#",
         "CSharpScript",
         "GodotSharp",
     ]
diff --git a/modules/mono/doc_classes/@C#.xml b/modules/mono/doc_classes/@C#.xml
deleted file mode 100644
index 826c106d7e3..00000000000
--- a/modules/mono/doc_classes/@C#.xml
+++ /dev/null
@@ -1,13 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" ?>
-<class name="@C#" category="Core" version="3.2">
-	<brief_description>
-	</brief_description>
-	<description>
-	</description>
-	<tutorials>
-	</tutorials>
-	<methods>
-	</methods>
-	<constants>
-	</constants>
-</class>
diff --git a/modules/visual_script/config.py b/modules/visual_script/config.py
index bd459ca3449..b15479797c1 100644
--- a/modules/visual_script/config.py
+++ b/modules/visual_script/config.py
@@ -8,7 +8,6 @@ def configure(env):
 
 def get_doc_classes():
     return [
-        "@VisualScript",
         "VisualScriptBasicTypeConstant",
         "VisualScriptBuiltinFunc",
         "VisualScriptClassConstant",
diff --git a/modules/visual_script/doc_classes/@VisualScript.xml b/modules/visual_script/doc_classes/@VisualScript.xml
deleted file mode 100644
index 5acbb80fd52..00000000000
--- a/modules/visual_script/doc_classes/@VisualScript.xml
+++ /dev/null
@@ -1,15 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" ?>
-<class name="@VisualScript" version="3.2">
-	<brief_description>
-		Built-in visual script functions.
-	</brief_description>
-	<description>
-		A list of built-in visual script functions, see [VisualScriptBuiltinFunc] and [VisualScript].
-	</description>
-	<tutorials>
-	</tutorials>
-	<methods>
-	</methods>
-	<constants>
-	</constants>
-</class>