diff --git a/clang-tools-extra/clangd/Selection.cpp b/clang-tools-extra/clangd/Selection.cpp
--- a/clang-tools-extra/clangd/Selection.cpp
+++ b/clang-tools-extra/clangd/Selection.cpp
@@ -443,6 +443,15 @@
   if (auto *CTI = llvm::dyn_cast<CXXThisExpr>(S))
     if (CTI->isImplicit())
       return true;
+  // Make sure implicit access of anonymous structs don't end up owning tokens.
+  if (auto *ME = llvm::dyn_cast<MemberExpr>(S)) {
+    if (auto *FD = llvm::dyn_cast<FieldDecl>(ME->getMemberDecl()))
+      if (FD->isAnonymousStructOrUnion())
+        // If Base is an implicit CXXThis, then the whole MemberExpr has no
+        // tokens. If it's a normal e.g. DeclRef, we treat the MemberExpr like
+        // an implicit cast.
+        return isImplicit(ME->getBase());
+  }
   // Refs to operator() and [] are (almost?) always implicit as part of calls.
   if (auto *DRE = llvm::dyn_cast<DeclRefExpr>(S)) {
     if (auto *FD = llvm::dyn_cast<FunctionDecl>(DRE->getDecl())) {
diff --git a/clang-tools-extra/clangd/unittests/XRefsTests.cpp b/clang-tools-extra/clangd/unittests/XRefsTests.cpp
--- a/clang-tools-extra/clangd/unittests/XRefsTests.cpp
+++ b/clang-tools-extra/clangd/unittests/XRefsTests.cpp
@@ -365,6 +365,27 @@
       ElementsAre(Sym("Forward", SymbolHeader.range("forward"), Test.range())));
 }
 
+TEST(LocateSymbol, AnonymousStructFields) {
+  auto Code = Annotations(R"cpp(
+    struct $2[[Foo]] {
+      struct { int $1[[x]]; };
+      void foo() {
+        // Make sure the implicit base is skipped.
+        $1^x = 42;
+      }
+    };
+    // Check that we don't skip explicit bases.
+    int a = $2^Foo{}.x;
+  )cpp");
+  TestTU TU = TestTU::withCode(Code.code());
+  auto AST = TU.build();
+  EXPECT_THAT(locateSymbolAt(AST, Code.point("1"), TU.index().get()),
+              UnorderedElementsAre(Sym("x", Code.range("1"), Code.range("1"))));
+  EXPECT_THAT(
+      locateSymbolAt(AST, Code.point("2"), TU.index().get()),
+      UnorderedElementsAre(Sym("Foo", Code.range("2"), Code.range("2"))));
+}
+
 TEST(LocateSymbol, FindOverrides) {
   auto Code = Annotations(R"cpp(
     class Foo {