diff --git a/clang-tools-extra/include-cleaner/lib/WalkAST.cpp b/clang-tools-extra/include-cleaner/lib/WalkAST.cpp
index e977bcbb402f7..4ea7bceeb96ed 100644
--- a/clang-tools-extra/include-cleaner/lib/WalkAST.cpp
+++ b/clang-tools-extra/include-cleaner/lib/WalkAST.cpp
@@ -125,7 +125,13 @@ class ASTWalker : public RecursiveASTVisitor<ASTWalker> {
   }
 
   bool VisitDeclRefExpr(DeclRefExpr *DRE) {
-    report(DRE->getLocation(), DRE->getFoundDecl());
+    // Static class members are handled here, as they don't produce MemberExprs.
+    if (DRE->getFoundDecl()->isCXXClassMember()) {
+      if (auto *Qual = DRE->getQualifier())
+        report(DRE->getLocation(), Qual->getAsRecordDecl(), RefType::Implicit);
+    } else {
+      report(DRE->getLocation(), DRE->getFoundDecl());
+    }
     return true;
   }
 
diff --git a/clang-tools-extra/include-cleaner/unittests/WalkASTTest.cpp b/clang-tools-extra/include-cleaner/unittests/WalkASTTest.cpp
index 2060ffe3bb56c..ffe8bbffc3712 100644
--- a/clang-tools-extra/include-cleaner/unittests/WalkASTTest.cpp
+++ b/clang-tools-extra/include-cleaner/unittests/WalkASTTest.cpp
@@ -114,7 +114,7 @@ TEST(WalkAST, DeclRef) {
   testWalk("int $explicit^x;", "int y = ^x;");
   testWalk("int $explicit^foo();", "int y = ^foo();");
   testWalk("namespace ns { int $explicit^x; }", "int y = ns::^x;");
-  testWalk("struct S { static int $explicit^x; };", "int y = S::^x;");
+  testWalk("struct $implicit^S { static int x; };", "int y = S::^x;");
   // Canonical declaration only.
   testWalk("extern int $explicit^x; int x;", "int y = ^x;");
   // Return type of `foo` isn't used.
@@ -342,6 +342,13 @@ TEST(WalkAST, TemplateNames) {
 }
 
 TEST(WalkAST, MemberExprs) {
+  testWalk("struct $implicit^S { static int f; };", "void foo() { S::^f; }");
+  testWalk("struct B { static int f; }; struct $implicit^S : B {};",
+           "void foo() { S::^f; }");
+  testWalk("struct B { static void f(); }; struct $implicit^S : B {};",
+           "void foo() { S::^f; }");
+  testWalk("struct B { static void f(); }; ",
+           "struct S : B { void foo() { ^f(); } };");
   testWalk("struct $implicit^S { void foo(); };", "void foo() { S{}.^foo(); }");
   testWalk(
       "struct S { void foo(); }; struct $implicit^X : S { using S::foo; };",