diff --git a/toolchain/check/cpp/export.cpp b/toolchain/check/cpp/export.cpp
index 75764ff508e3..d5a38dcda75d 100644
--- a/toolchain/check/cpp/export.cpp
+++ b/toolchain/check/cpp/export.cpp
@@ -58,12 +58,12 @@ static auto GetClangDeclContextForScope(Context& context,
 // diagnosed.
 static auto ExportClassToCppInDeclContext(Context& context,
                                           clang::DeclContext* decl_context,
-                                          SemIR::ClassType class_type)
+                                          const SemIR::Class& class_info,
+                                          const SemIR::SpecificId specific_id)
     -> clang::TagDecl* {
-  const auto& class_info = context.classes().Get(class_type.class_id);
   SemIR::LocId loc_id(class_info.first_decl_id());
 
-  if (class_type.specific_id.has_value()) {
+  if (specific_id.has_value()) {
     context.TODO(loc_id, "interop with specific class");
     return nullptr;
   }
@@ -142,8 +142,9 @@ auto ExportNameScopeToCpp(Context& context, SemIR::LocId loc_id,
       decl_context = namespace_decl;
     } else if (auto class_type =
                    context.insts().TryGetAs<SemIR::ClassType>(const_inst_id)) {
-      decl_context =
-          ExportClassToCppInDeclContext(context, decl_context, *class_type);
+      const auto& class_info = context.classes().Get(class_type->class_id);
+      decl_context = ExportClassToCppInDeclContext(
+          context, decl_context, class_info, class_type->specific_id);
     } else {
       context.TODO(loc_id, "non-class non-namespace name scope");
       return nullptr;
@@ -187,8 +188,8 @@ auto ExportClassToCpp(Context& context, SemIR::ClassType class_type)
 
   auto* decl_context =
       ExportNameScopeToCpp(context, loc_id, class_info.parent_scope_id);
-  auto* record_decl =
-      ExportClassToCppInDeclContext(context, decl_context, class_type);
+  auto* record_decl = ExportClassToCppInDeclContext(
+      context, decl_context, class_info, class_type.specific_id);
 
   auto key =
       SemIR::ClangDeclKey::ForNonFunctionDecl(cast<clang::Decl>(record_decl));
@@ -204,6 +205,196 @@ auto ExportClassToCpp(Context& context, SemIR::ClassType class_type)
   return record_decl;
 }
 
+// Export the bindings in a generic as a `clang::TemplateParameterList`.
+static auto ExportGenericBindings(Context& context, SemIR::LocId loc_id,
+                                  SemIR::GenericId generic_id,
+                                  clang::DeclContext* decl_context)
+    -> clang::TemplateParameterList* {
+  auto clang_loc = GetCppLocation(context, loc_id);
+
+  const auto& generic = context.generics().Get(generic_id);
+  auto bindings = context.inst_blocks().Get(generic.bindings_id);
+  llvm::SmallVector<clang::NamedDecl*> template_param_decls;
+
+  // Create `clang::TemplateTypeParmDecl`s for each of the generic's bindings.
+  //
+  // TODO: handle the case where the generic is within an enclosing generic,
+  // and only include the bindings introduced in the inner generic here. See
+  // `fail_todo_enclosing_generic.carbon`.
+  for (auto binding_inst_id : bindings) {
+    binding_inst_id =
+        context.constant_values().GetConstantInstId(binding_inst_id);
+    auto symbolic_binding =
+        context.insts().GetAs<SemIR::SymbolicBinding>(binding_inst_id);
+
+    const auto& entity_name =
+        context.entity_names().Get(symbolic_binding.entity_name_id);
+
+    auto* param_ident = GetClangIdentifierInfo(context, entity_name.name_id);
+    CARBON_CHECK(param_ident, "non-identifier param name {0}",
+                 entity_name.name_id);
+
+    if (symbolic_binding.type_id != SemIR::TypeType::TypeId &&
+        !context.types().Is<SemIR::FacetType>(symbolic_binding.type_id)) {
+      context.TODO(loc_id, "binding maps to a non-type template parameter");
+      return nullptr;
+    }
+
+    auto* param_decl = clang::TemplateTypeParmDecl::Create(
+        context.ast_context(), decl_context, /*KeyLoc=*/clang_loc,
+        /*NameLoc=*/clang_loc,
+        /*D=*/0, /*P=*/0, param_ident, /*Typename=*/true,
+        /*ParameterPack=*/false);
+    template_param_decls.push_back(param_decl);
+
+    // Store a mapping between the generic parameter's `TypeInstId` and
+    // the `clang::TemplateTypeParmDecl`.
+    auto key = SemIR::ClangDeclKey::ForNonFunctionDecl(param_decl);
+    context.clang_decls().Add({.key = key, .inst_id = binding_inst_id});
+  }
+
+  return clang::TemplateParameterList::Create(context.ast_context(),
+                                              /*TemplateLoc=*/clang_loc,
+                                              /*LAngleLoc=*/clang_loc,
+                                              template_param_decls,
+                                              /*RAngleLoc=*/clang_loc,
+                                              /*RequiresClause=*/nullptr);
+}
+
+/// Create a Specific for the given generic using the given template args.
+///
+/// Returns `SemIR::SpecificId::None` if an error occurs.
+static auto MakeSpecificForTemplateArgs(
+    Context& context, SemIR::LocId loc_id, SemIR::GenericId generic_id,
+    llvm::ArrayRef<clang::TemplateArgument> template_args)
+    -> SemIR::SpecificId {
+  const auto& generic = context.generics().Get(generic_id);
+
+  auto bindings = context.inst_blocks().Get(generic.bindings_id);
+  CARBON_CHECK(bindings.size() == template_args.size());
+
+  // Map the `clang::TemplateArgument`s into Carbon types suitable for
+  // passing into `MakeSpecific`.
+  llvm::SmallVector<SemIR::InstId> specific_arg_ids;
+  for (auto [binding_inst_id, clang_template_arg] :
+       llvm::zip(bindings, template_args)) {
+    auto type_expr =
+        ImportCppType(context, loc_id, clang_template_arg.getAsType());
+    if (type_expr.type_id == SemIR::ErrorInst::TypeId) {
+      return SemIR::SpecificId::None;
+    }
+    if (!type_expr.type_id.has_value()) {
+      context.TODO(loc_id, "failed to import C++ type");
+      return SemIR::SpecificId::None;
+    }
+
+    auto binding_const_inst_id =
+        context.constant_values().GetConstantInstId(binding_inst_id);
+
+    specific_arg_ids.push_back(ConvertToValueOfType(
+        context, loc_id, type_expr.inst_id,
+        context.insts().Get(binding_const_inst_id).type_id()));
+  }
+
+  return MakeSpecific(context, loc_id, generic_id, specific_arg_ids);
+}
+
+auto ExportGenericClassToCpp(Context& context, SemIR::InstId inst_id,
+                             SemIR::GenericClassType generic_class_type)
+    -> clang::ClassTemplateDecl* {
+  // Use existing export if possible.
+  const auto& class_info = context.classes().Get(generic_class_type.class_id);
+  if (const auto* clang_decl =
+          context.clang_decls().Lookup(class_info.first_decl_id())) {
+    return cast<clang::ClassTemplateDecl>(clang_decl->decl());
+  }
+
+  // Map the parent scope into the C++ AST.
+  SemIR::LocId loc_id(inst_id);
+  auto* decl_context =
+      ExportNameScopeToCpp(context, loc_id, class_info.parent_scope_id);
+  if (!decl_context) {
+    return nullptr;
+  }
+
+  auto* template_param_list = ExportGenericBindings(
+      context, loc_id, class_info.generic_id, decl_context);
+  if (!template_param_list) {
+    return nullptr;
+  }
+
+  auto clang_loc = GetCppLocation(context, loc_id);
+  auto* record_decl = ExportClassToCppInDeclContext(
+      context, decl_context, class_info, SemIR::SpecificId::None);
+  auto* class_template_decl = clang::ClassTemplateDecl::Create(
+      context.ast_context(), decl_context,
+      /*L=*/clang_loc, record_decl->getDeclName(), template_param_list,
+      record_decl);
+
+  auto key = SemIR::ClangDeclKey::ForNonFunctionDecl(
+      cast<clang::Decl>(class_template_decl));
+  context.clang_decls().Add({.key = key, .inst_id = inst_id});
+
+  return class_template_decl;
+}
+
+static auto GetClassTypeInstId(Context& context, SemIR::ClassId class_id,
+                               SemIR::SpecificId specific_id)
+    -> SemIR::TypeInstId {
+  auto type_id = GetClassType(context, class_id, specific_id);
+  return context.types().GetTypeInstId(type_id);
+}
+
+auto ExportClassSpecializationToCpp(
+    Context& context, clang::ClassTemplateDecl* class_template_decl,
+    llvm::ArrayRef<clang::TemplateArgument> template_args) -> bool {
+  // Map from the `clang::ClassTemplateDecl` to the Carbon `GenericClassType`.
+  auto clang_decl_id =
+      context.clang_decls().LookupId(SemIR::ClangDeclKey(class_template_decl));
+  if (clang_decl_id == SemIR::ClangDeclId::None) {
+    return false;
+  }
+  const auto& clang_decl = context.clang_decls().Get(clang_decl_id);
+  if (clang_decl.is_imported) {
+    return false;
+  }
+  auto generic_class_type =
+      context.insts().GetAs<SemIR::GenericClassType>(clang_decl.inst_id);
+
+  const auto& class_info = context.classes().Get(generic_class_type.class_id);
+  SemIR::LocId loc_id(class_info.first_decl_id());
+
+  auto specific_id = MakeSpecificForTemplateArgs(
+      context, loc_id, class_info.generic_id, template_args);
+  if (specific_id == SemIR::SpecificId::None) {
+    return false;
+  }
+
+  auto* class_template_specialization_decl =
+      clang::ClassTemplateSpecializationDecl::Create(
+          context.ast_context(),
+          class_template_decl->getTemplatedDecl()->getTagKind(),
+          class_template_decl->getDeclContext(),
+          class_template_decl->getTemplatedDecl()->getBeginLoc(),
+          class_template_decl->getLocation(), class_template_decl,
+          template_args,
+          /*StrictPackMatch=*/false,
+          /*PrevDecl=*/nullptr);
+  class_template_decl->AddSpecialization(class_template_specialization_decl,
+                                         /*InsertPos=*/nullptr);
+  class_template_specialization_decl->setHasExternalLexicalStorage();
+  class_template_specialization_decl->setHasExternalVisibleStorage();
+
+  // Create and store the `ClangDeclId`.
+  auto class_type_inst_id =
+      GetClassTypeInstId(context, generic_class_type.class_id, specific_id);
+  auto key = SemIR::ClangDeclKey::ForNonFunctionDecl(
+      class_template_specialization_decl);
+  context.clang_decls().Add({.key = key, .inst_id = class_type_inst_id});
+
+  return true;
+}
+
 static auto SetCppClassMemberAccess(const SemIR::NameScope& class_scope,
                                     SemIR::NameId member_name_id,
                                     clang::Decl* member) -> void {
@@ -219,11 +410,13 @@ static auto CreateCppFieldDecl(Context& context,
                                const SemIR::NameScope& class_scope,
                                clang::CXXRecordDecl* record_decl,
                                SemIR::InstId field_inst_id,
-                               const SemIR::FieldDecl& field_decl)
+                               const SemIR::FieldDecl& field_decl,
+                               SemIR::SpecificId specific_id)
     -> clang::FieldDecl* {
   // Get the field's C++ type.
-  auto unbound_element_type =
-      context.types().GetAs<SemIR::UnboundElementType>(field_decl.type_id);
+  auto unbound_element_type = context.types().GetAs<SemIR::UnboundElementType>(
+      SemIR::GetTypeOfInstInSpecific(context.sem_ir(), specific_id,
+                                     field_inst_id));
   auto cpp_type =
       MapToCppType(context, context.types().GetTypeIdForTypeInstId(
                                 unbound_element_type.element_type_inst_id));
@@ -270,11 +463,15 @@ static auto CreateInvalidFieldDecl(Context& context,
   return field_decl;
 }
 
-auto ExportAllFieldsToCpp(Context& context, SemIR::Class& class_info) -> void {
+auto ExportAllFieldsToCpp(Context& context,
+                          SemIR::TypeInstId class_type_inst_id) -> void {
+  auto class_type = context.insts().GetAs<SemIR::ClassType>(class_type_inst_id);
+  auto& class_info = context.classes().Get(class_type.class_id);
+
   const auto& class_scope = context.name_scopes().Get(class_info.scope_id);
 
   for (const auto& struct_field : class_info.GetStructTypeFields(
-           context.sem_ir(), SemIR::SpecificId::None)) {
+           context.sem_ir(), class_type.specific_id)) {
     auto class_field = LookupClassFieldByStructField(context.sem_ir(),
                                                      class_scope, struct_field);
     if (!class_field) {
@@ -284,50 +481,56 @@ auto ExportAllFieldsToCpp(Context& context, SemIR::Class& class_info) -> void {
     // Return early if the field is already exported. Since fields are always
     // exported as a group, this indicates all fields have been exported so
     // there's no need to continue to the rest.
-    if (context.clang_decls().Lookup(class_field->inst_id)) {
+    if (context.clang_decls().Lookup(class_field->inst_id,
+                                     class_type.specific_id)) {
       return;
     }
 
-    // Map the parent scope into the C++ AST.
-    auto* decl_context = ExportNameScopeToCpp(
-        context, SemIR::LocId(class_field->inst_id), class_info.scope_id);
-    if (!decl_context) {
-      continue;
-    }
+    // Get the field's record decl.
+    auto lookup_key = class_type.specific_id == SemIR::SpecificId::None
+                          ? class_info.first_decl_id()
+                          : class_type_inst_id;
+    const auto* clang_decl = context.clang_decls().Lookup(lookup_key);
+    auto* record_decl = llvm::cast<clang::CXXRecordDecl>(clang_decl->decl());
 
     auto* cpp_field_decl = CreateCppFieldDecl(
-        context, class_scope, cast<clang::CXXRecordDecl>(decl_context),
-        class_field->inst_id, class_field->inst);
+        context, class_scope, record_decl, class_field->inst_id,
+        class_field->inst, class_type.specific_id);
 
     // If the field cannot be exported, create an invalid `FieldDecl` to store
     // in `clang_decls`. This marks the field as unsuccessfully exported, so
     // that we know not to attempt export again (which could create duplicate
     // error diagnostics).
     if (!cpp_field_decl) {
-      cpp_field_decl = CreateInvalidFieldDecl(context, decl_context);
+      cpp_field_decl = CreateInvalidFieldDecl(context, record_decl);
     }
 
     // Create and store the `ClangDeclId`.
     auto key = SemIR::ClangDeclKey::ForNonFunctionDecl(cpp_field_decl);
-    context.clang_decls().Add({.key = key, .inst_id = class_field->inst_id});
+    context.clang_decls().Add({.key = key,
+                               .inst_id = class_field->inst_id,
+                               .specific_id = class_type.specific_id});
   }
 }
 
 auto ExportFieldToCpp(Context& context, SemIR::InstId field_inst_id,
-                      SemIR::FieldDecl field_decl) -> clang::FieldDecl* {
+                      SemIR::FieldDecl field_decl,
+                      SemIR::SpecificId specific_id) -> clang::FieldDecl* {
   // Get the `SemIR::Class` that contains the `field_decl`.
   auto unbound_element_type =
       context.types().GetAs<SemIR::UnboundElementType>(field_decl.type_id);
   SemIR::TypeId class_type_id = context.types().GetTypeIdForTypeInstId(
       unbound_element_type.class_type_inst_id);
   auto class_type = context.types().GetAs<SemIR::ClassType>(class_type_id);
-  auto& class_info = context.classes().Get(class_type.class_id);
 
   // If the class's fields haven't already been exported, do so now.
-  ExportAllFieldsToCpp(context, class_info);
+  auto class_type_inst_id =
+      GetClassTypeInstId(context, class_type.class_id, specific_id);
+  ExportAllFieldsToCpp(context, class_type_inst_id);
 
   // Get the exported `clang::FieldDecl`.
-  if (const auto* clang_decl = context.clang_decls().Lookup(field_inst_id)) {
+  if (const auto* clang_decl =
+          context.clang_decls().Lookup(field_inst_id, specific_id)) {
     if (!clang_decl->decl()->isInvalidDecl()) {
       return cast<clang::FieldDecl>(clang_decl->decl());
     }
@@ -1140,37 +1343,13 @@ auto ExportFunctionSpecializationToCpp(
                           function_template_decl->getTemplatedDecl()));
   SemIR::LocId loc_id(target.function.first_decl_id());
 
-  const auto& generic = context.generics().Get(target.function.generic_id);
-  auto bindings = context.inst_blocks().Get(generic.bindings_id);
-  CARBON_CHECK(bindings.size() == template_args.size());
-
-  // Map the `clang::TemplateArgument`s into Carbon types suitable for
-  // passing into `MakeSpecific`.
-  llvm::SmallVector<SemIR::InstId> specific_arg_ids;
-  for (auto [binding_inst_id, clang_template_arg] :
-       llvm::zip(bindings, template_args)) {
-    auto type_expr =
-        ImportCppType(context, loc_id, clang_template_arg.getAsType());
-    if (type_expr.type_id == SemIR::ErrorInst::TypeId) {
-      return false;
-    }
-    if (!type_expr.type_id.has_value()) {
-      context.TODO(loc_id, "failed to import C++ type");
-      return false;
-    }
-
-    auto binding_const_inst_id =
-        context.constant_values().GetConstantInstId(binding_inst_id);
-
-    specific_arg_ids.push_back(ConvertToValueOfType(
-        context, loc_id, type_expr.inst_id,
-        context.insts().Get(binding_const_inst_id).type_id()));
-  }
-
   // Create a specific, and use that to convert return type and
   // parameters with symbolic types to concrete types.
-  auto specific_id = MakeSpecific(context, loc_id, target.function.generic_id,
-                                  specific_arg_ids);
+  auto specific_id = MakeSpecificForTemplateArgs(
+      context, loc_id, target.function.generic_id, template_args);
+  if (specific_id == SemIR::SpecificId::None) {
+    return false;
+  }
   // This name is appended to the thunk name to disambiguate between
   // specializations.
   SemIR::Mangler m(context.sem_ir(), context.total_ir_count(),
@@ -1208,55 +1387,12 @@ static auto ExportGenericFunctionToCpp(Context& context, SemIR::LocId loc_id,
     -> clang::FunctionTemplateDecl* {
   auto clang_loc = GetCppLocation(context, loc_id);
 
-  const auto& generic = context.generics().Get(callee.function.generic_id);
-  auto bindings = context.inst_blocks().Get(generic.bindings_id);
-  llvm::SmallVector<clang::NamedDecl*> template_param_decls;
-
-  // Create `clang::TemplateTypeParmDecl`s for each of the function's
-  // symbolic parameters.
-  //
-  // TODO: handle the case where the function is within an enclosing generic,
-  // and only include the bindings introduced in the inner function here. See
-  // `fail_todo_enclosing_generic.carbon`.
-  for (auto binding_inst_id : bindings) {
-    binding_inst_id =
-        context.constant_values().GetConstantInstId(binding_inst_id);
-    auto symbolic_binding =
-        context.insts().GetAs<SemIR::SymbolicBinding>(binding_inst_id);
-
-    const auto& entity_name =
-        context.entity_names().Get(symbolic_binding.entity_name_id);
-
-    auto* param_ident = GetClangIdentifierInfo(context, entity_name.name_id);
-    CARBON_CHECK(param_ident, "non-identifier param name {0}",
-                 entity_name.name_id);
-
-    if (symbolic_binding.type_id != SemIR::TypeType::TypeId &&
-        !context.types().Is<SemIR::FacetType>(symbolic_binding.type_id)) {
-      context.TODO(loc_id, "binding maps to a non-type template parameter");
-      return nullptr;
-    }
-
-    auto* param_decl = clang::TemplateTypeParmDecl::Create(
-        context.ast_context(), callee.decl_context, /*KeyLoc=*/clang_loc,
-        /*NameLoc=*/clang_loc,
-        /*D=*/0, /*P=*/0, param_ident, /*Typename=*/true,
-        /*ParameterPack=*/false);
-    template_param_decls.push_back(param_decl);
-
-    // Store a mapping between the generic parameter's `TypeInstId` and
-    // the `clang::TemplateTypeParmDecl`.
-    auto key = SemIR::ClangDeclKey::ForNonFunctionDecl(param_decl);
-    context.clang_decls().Add({.key = key, .inst_id = binding_inst_id});
+  auto* template_param_list = ExportGenericBindings(
+      context, loc_id, callee.function.generic_id, callee.decl_context);
+  if (!template_param_list) {
+    return nullptr;
   }
 
-  auto* template_param_list = clang::TemplateParameterList::Create(
-      context.ast_context(),
-      /*TemplateLoc=*/clang_loc,
-      /*LAngleLoc=*/clang_loc, template_param_decls,
-      /*RAngleLoc=*/clang_loc,
-      /*RequiresClause=*/nullptr);
-
   auto* function_decl =
       BuildCppFunctionDeclForGenericCarbonFn(context, loc_id, callee);
   if (!function_decl) {
diff --git a/toolchain/check/cpp/export.h b/toolchain/check/cpp/export.h
index 3c90a58faf2c..876e90e357ba 100644
--- a/toolchain/check/cpp/export.h
+++ b/toolchain/check/cpp/export.h
@@ -36,8 +36,27 @@ auto ExportNameScopeToCpp(Context& context, SemIR::LocId loc_id,
 auto ExportClassToCpp(Context& context, SemIR::ClassType class_type)
     -> clang::TagDecl*;
 
+// Exports a generic Carbon class into C++ as a templated class.
+//
+// If the generic class has already been exported, returns the existing
+// C++ class template.  Otherwise, creates a new C++ class template and
+// returns it. Returns nullptr if the class could not be exported and an
+// error was diagnosed.
+auto ExportGenericClassToCpp(Context& context, SemIR::InstId inst_id,
+                             SemIR::GenericClassType generic_class_type)
+    -> clang::ClassTemplateDecl*;
+
+// Creates a C++ class template specialization for a generic Carbon
+// class.
+//
+// Returns true if a specialization was added, false otherwise.
+auto ExportClassSpecializationToCpp(
+    Context& context, clang::ClassTemplateDecl* class_template_decl,
+    llvm::ArrayRef<clang::TemplateArgument> template_args) -> bool;
+
 // Export all `SemIR::FieldDecl`s in the class body as `clang::FieldDecl`s.
-auto ExportAllFieldsToCpp(Context& context, SemIR::Class& class_info) -> void;
+auto ExportAllFieldsToCpp(Context& context,
+                          SemIR::TypeInstId class_type_inst_id) -> void;
 
 // Exports a Carbon class field into C++.
 //
@@ -50,7 +69,8 @@ auto ExportAllFieldsToCpp(Context& context, SemIR::Class& class_info) -> void;
 // Returns nullptr if the class could not be exported and an error was
 // diagnosed.
 auto ExportFieldToCpp(Context& context, SemIR::InstId field_inst_id,
-                      SemIR::FieldDecl field_decl) -> clang::FieldDecl*;
+                      SemIR::FieldDecl field_decl,
+                      SemIR::SpecificId specific_id) -> clang::FieldDecl*;
 
 // Get a `clang::FunctionDecl` that can be used to call a Carbon function.
 // If the function is generic, a `clang::FunctionTemplateDecl` will be
diff --git a/toolchain/check/cpp/generate_ast.cpp b/toolchain/check/cpp/generate_ast.cpp
index 974faa7d6d62..fe7a57f54174 100644
--- a/toolchain/check/cpp/generate_ast.cpp
+++ b/toolchain/check/cpp/generate_ast.cpp
@@ -124,16 +124,22 @@ class CarbonExternalASTSource : public SemIR::ReadOnlyASTSource {
   auto LoadExternalSpecializations(
       const clang::Decl* decl,
       llvm::ArrayRef<clang::TemplateArgument> template_args) -> bool override {
-    const auto* function_template_decl =
-        llvm::dyn_cast<clang::FunctionTemplateDecl>(decl);
-    if (!function_template_decl) {
-      return false;
+    if (const auto* function_template_decl =
+            llvm::dyn_cast<clang::FunctionTemplateDecl>(decl)) {
+      return ExportFunctionSpecializationToCpp(
+          *context_,
+          const_cast<clang::FunctionTemplateDecl*>(function_template_decl),
+          template_args);
     }
 
-    return ExportFunctionSpecializationToCpp(
-        *context_,
-        const_cast<clang::FunctionTemplateDecl*>(function_template_decl),
-        template_args);
+    if (const auto* class_template_decl =
+            llvm::dyn_cast<clang::ClassTemplateDecl>(decl)) {
+      return ExportClassSpecializationToCpp(
+          *context_, const_cast<clang::ClassTemplateDecl*>(class_template_decl),
+          template_args);
+    }
+
+    return false;
   }
 
   auto CompleteType(clang::TagDecl* tag_decl) -> void override;
@@ -223,17 +229,23 @@ auto CarbonExternalASTSource::MapInstIdToClangDeclOrType(LookupResult lookup)
       return cast<clang::NamedDecl>(decl_context);
     }
     case SemIR::StructValue::Kind: {
+      auto type_inst_id =
+          context_->types().GetTypeInstId(target_inst.type_id());
       auto callee = GetCallee(context_->sem_ir(), target_inst_id);
-      auto* callee_function = std::get_if<SemIR::CalleeFunction>(&callee);
-      if (!callee_function) {
-        return nullptr;
+      if (auto* callee_function = std::get_if<SemIR::CalleeFunction>(&callee)) {
+        return GetOrExportFunctionToCpp(target_inst_id,
+                                        callee_function->function_id);
+      } else if (auto generic_class =
+                     context_->insts().TryGetAs<SemIR::GenericClassType>(
+                         type_inst_id)) {
+        return ExportGenericClassToCpp(*context_, type_inst_id, *generic_class);
       }
 
-      return GetOrExportFunctionToCpp(target_inst_id,
-                                      callee_function->function_id);
+      return nullptr;
     }
     case CARBON_KIND(SemIR::FieldDecl field_decl): {
-      return ExportFieldToCpp(*context_, target_inst_id, field_decl);
+      return ExportFieldToCpp(*context_, target_inst_id, field_decl,
+                              lookup.specific_id);
     }
     case CARBON_KIND(SemIR::VarStorage var_storage): {
       return ExportVarToCpp(*context_, target_inst_id, var_storage);
@@ -468,9 +480,14 @@ auto CarbonExternalASTSource::CompleteType(clang::TagDecl* tag_decl) -> void {
     }
   }
 
-  ExportAllFieldsToCpp(*context_, class_info);
+  ExportAllFieldsToCpp(*context_,
+                       context_->types().GetTypeInstId(class_type_id));
 
-  class_decl->addDecl(ExportDestructorToCpp(*context_, class_info, class_decl));
+  // TODO: support exporting destructors for generic classes.
+  if (!llvm::isa<clang::ClassTemplateSpecializationDecl>(class_decl)) {
+    class_decl->addDecl(
+        ExportDestructorToCpp(*context_, class_info, class_decl));
+  }
 
   // TODO: Import any special member functions that affect class properties.
 
@@ -557,8 +574,8 @@ auto CarbonExternalASTSource::layoutRecordType(
   // general.
   CompleteTypeOrCheckFail(*context_, class_type_id);
 
-  auto& class_info = context_->classes().Get(class_type.class_id);
-  ExportAllFieldsToCpp(*context_, class_info);
+  ExportAllFieldsToCpp(*context_,
+                       context_->types().GetTypeInstId(class_type_id));
 
   return ReadOnlyASTSource::layoutRecordType(
       record_decl, size, alignment, field_offsets, base_offsets, vbase_offsets);
diff --git a/toolchain/check/testdata/interop/cpp/class/export/generic.carbon b/toolchain/check/testdata/interop/cpp/class/export/generic.carbon
new file mode 100644
index 000000000000..d7e39e1721f5
--- /dev/null
+++ b/toolchain/check/testdata/interop/cpp/class/export/generic.carbon
@@ -0,0 +1,81 @@
+// Part of the Carbon Language project, under the Apache License v2.0 with LLVM
+// Exceptions. See /LICENSE for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+// INCLUDE-FILE: toolchain/testing/testdata/min_prelude/int.carbon
+//
+// AUTOUPDATE
+// TIP: To test this file alone, run:
+// TIP:   bazel test //toolchain/testing:file_test --test_arg=--file_tests=toolchain/check/testdata/interop/cpp/class/export/generic.carbon
+// TIP: To dump output, run:
+// TIP:   bazel run //toolchain/testing:file_test -- --dump_output --file_tests=toolchain/check/testdata/interop/cpp/class/export/generic.carbon
+
+// --- generic_class.carbon
+library "[[@TEST_NAME]]";
+import Cpp;
+
+class C(T: type) {
+  var t: T;
+}
+
+inline Cpp '''
+void F() {
+  Carbon::C<int> c;
+  c.t = 123;
+}
+''';
+
+// --- fail_todo_specific_alias.carbon
+library "[[@TEST_NAME]]";
+import Cpp;
+
+// CHECK:STDERR: fail_todo_specific_alias.carbon:[[@LINE+4]]:1: error: semantics TODO: `interop with specific class` [SemanticsTodo]
+// CHECK:STDERR: class C(T: type) {
+// CHECK:STDERR: ^~~~~~~~~~~~~~~~~~
+// CHECK:STDERR:
+class C(T: type) {
+  var t: T;
+}
+alias A = C(i32);
+
+inline Cpp '''
+void F() {
+  // CHECK:STDERR: fail_todo_specific_alias.carbon:[[@LINE+8]]:11: error: semantics TODO: `interop with unsupported type` [SemanticsTodo]
+  // CHECK:STDERR:   Carbon::A a;
+  // CHECK:STDERR:           ^
+  // CHECK:STDERR:
+  // CHECK:STDERR: fail_todo_specific_alias.carbon:[[@LINE+4]]:11: error: no type named 'A' in namespace 'Carbon' [CppInteropParseError]
+  // CHECK:STDERR:    23 |   Carbon::A a;
+  // CHECK:STDERR:       |   ~~~~~~~~^
+  // CHECK:STDERR:
+  Carbon::A a;
+  // CHECK:STDERR: fail_todo_specific_alias.carbon:[[@LINE+4]]:3: error: use of undeclared identifier 'c' [CppInteropParseError]
+  // CHECK:STDERR:    28 |   c.t = 123;
+  // CHECK:STDERR:       |   ^
+  // CHECK:STDERR:
+  c.t = 123;
+}
+''';
+
+// --- fail_todo_generic_class_method_call.carbon
+library "[[@TEST_NAME]]";
+import Cpp;
+
+class C(T: type) {
+  // CHECK:STDERR: fail_todo_generic_class_method_call.carbon:[[@LINE+4]]:3: error: semantics TODO: `non-class non-namespace name scope` [SemanticsTodo]
+  // CHECK:STDERR:   fn M(unused ref self) {}
+  // CHECK:STDERR:   ^~~~~~~~~~~~~~~~~~~~~~~
+  // CHECK:STDERR:
+  fn M(unused ref self) {}
+}
+
+inline Cpp '''
+void F() {
+  Carbon::C<int> c;
+  // CHECK:STDERR: fail_todo_generic_class_method_call.carbon:[[@LINE+4]]:5: error: no member named 'M' in 'Carbon::C<int>' [CppInteropParseError]
+  // CHECK:STDERR:    19 |   c.M();
+  // CHECK:STDERR:       |   ~ ^
+  // CHECK:STDERR:
+  c.M();
+}
+''';
diff --git a/toolchain/check/testdata/interop/cpp/function/export/constructor.carbon b/toolchain/check/testdata/interop/cpp/function/export/constructor.carbon
index 5fbb3b78edf0..34437c3b7eb7 100644
--- a/toolchain/check/testdata/interop/cpp/function/export/constructor.carbon
+++ b/toolchain/check/testdata/interop/cpp/function/export/constructor.carbon
@@ -149,6 +149,10 @@ library "[[@TEST_NAME]]";
 import Cpp;
 
 class GenericClass(T: type) {
+  // CHECK:STDERR: fail_todo_call_generic_class_constructor.carbon:[[@LINE+4]]:3: error: semantics TODO: `non-class non-namespace name scope` [SemanticsTodo]
+  // CHECK:STDERR:   fn GenericClass(_: T) -> Self {
+  // CHECK:STDERR:   ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+  // CHECK:STDERR:
   fn GenericClass(_: T) -> Self {
     return {};
   }
@@ -156,17 +160,12 @@ class GenericClass(T: type) {
 
 inline Cpp '''
 void f() {
-  // CHECK:STDERR: fail_todo_call_generic_class_constructor.carbon:[[@LINE+12]]:11: error: no member named 'GenericClass' in namespace 'Carbon' [CppInteropParseError]
-  // CHECK:STDERR:    25 |   Carbon::GenericClass<int> c(0);
-  // CHECK:STDERR:       |           ^~~~~~~~~~~~
-  // CHECK:STDERR:
-  // CHECK:STDERR: fail_todo_call_generic_class_constructor.carbon:[[@LINE+8]]:27: error: expected '(' for function-style cast or type construction [CppInteropParseError]
-  // CHECK:STDERR:    25 |   Carbon::GenericClass<int> c(0);
-  // CHECK:STDERR:       |                        ~~~^
-  // CHECK:STDERR:
-  // CHECK:STDERR: fail_todo_call_generic_class_constructor.carbon:[[@LINE+4]]:29: error: use of undeclared identifier 'c' [CppInteropParseError]
-  // CHECK:STDERR:    25 |   Carbon::GenericClass<int> c(0);
-  // CHECK:STDERR:       |                             ^
+  // CHECK:STDERR: fail_todo_call_generic_class_constructor.carbon:[[@LINE+7]]:29: error: no matching constructor for initialization of 'Carbon::GenericClass<int>' [CppInteropParseError]
+  // CHECK:STDERR:    24 |   Carbon::GenericClass<int> c(0);
+  // CHECK:STDERR:       |                             ^ ~
+  // CHECK:STDERR: note: candidate constructor (the implicit copy constructor) not viable: no known conversion from 'int' to 'const GenericClass<int>' for 1st argument [CppInteropParseNote]
+  // CHECK:STDERR: note: candidate constructor (the implicit move constructor) not viable: no known conversion from 'int' to 'GenericClass<int>' for 1st argument [CppInteropParseNote]
+  // CHECK:STDERR: note: candidate constructor (the implicit default constructor) not viable: requires 0 arguments, but 1 was provided [CppInteropParseNote]
   // CHECK:STDERR:
   Carbon::GenericClass<int> c(0);
 }
diff --git a/toolchain/lower/testdata/interop/cpp/class/export/generic.carbon b/toolchain/lower/testdata/interop/cpp/class/export/generic.carbon
new file mode 100644
index 000000000000..8e454ad6b062
--- /dev/null
+++ b/toolchain/lower/testdata/interop/cpp/class/export/generic.carbon
@@ -0,0 +1,109 @@
+// Part of the Carbon Language project, under the Apache License v2.0 with LLVM
+// Exceptions. See /LICENSE for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+// INCLUDE-FILE: toolchain/testing/testdata/min_prelude/int.carbon
+//
+// AUTOUPDATE
+// TIP: To test this file alone, run:
+// TIP:   bazel test //toolchain/testing:file_test --test_arg=--file_tests=toolchain/lower/testdata/interop/cpp/class/export/generic.carbon
+// TIP: To dump output, run:
+// TIP:   bazel run //toolchain/testing:file_test -- --dump_output --file_tests=toolchain/lower/testdata/interop/cpp/class/export/generic.carbon
+
+// --- generic_class.carbon
+library "[[@TEST_NAME]]";
+import Cpp;
+
+class C(T: type) {
+  var t: T;
+}
+
+inline Cpp '''
+class A {};
+class B {};
+
+void F() {
+  Carbon::C<A> c1;
+  c1.t = A();
+  Carbon::C<B> c2;
+  c2.t = B();
+}
+''';
+
+fn Run() {
+  Cpp.F();
+}
+
+// CHECK:STDOUT: ; ---
+// CHECK:STDOUT: ; ModuleID = 'generic_class.carbon'
+// CHECK:STDOUT: source_filename = "generic_class.carbon"
+// CHECK:STDOUT: target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-i128:128-f80:128-n8:16:32:64-S128"
+// CHECK:STDOUT: target triple = "x86_64-unknown-linux-gnu"
+// CHECK:STDOUT:
+// CHECK:STDOUT: %"class.Carbon::C" = type {}
+// CHECK:STDOUT: %class.A = type { i8 }
+// CHECK:STDOUT: %"class.Carbon::C.0" = type {}
+// CHECK:STDOUT: %class.B = type { i8 }
+// CHECK:STDOUT:
+// CHECK:STDOUT: ; Function Attrs: mustprogress nounwind uwtable
+// CHECK:STDOUT: define dso_local void @_Z1Fv() #0 {
+// CHECK:STDOUT: entry:
+// CHECK:STDOUT:   %c1 = alloca %"class.Carbon::C", align 1
+// CHECK:STDOUT:   %ref.tmp = alloca %class.A, align 1
+// CHECK:STDOUT:   %c2 = alloca %"class.Carbon::C.0", align 1
+// CHECK:STDOUT:   %ref.tmp1 = alloca %class.B, align 1
+// CHECK:STDOUT:   call void @llvm.lifetime.start.p0(ptr %c1) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.start.p0(ptr %ref.tmp) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.end.p0(ptr %ref.tmp) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.start.p0(ptr %c2) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.start.p0(ptr %ref.tmp1) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.end.p0(ptr %ref.tmp1) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.end.p0(ptr %c2) #2
+// CHECK:STDOUT:   call void @llvm.lifetime.end.p0(ptr %c1) #2
+// CHECK:STDOUT:   ret void
+// CHECK:STDOUT: }
+// CHECK:STDOUT:
+// CHECK:STDOUT: ; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
+// CHECK:STDOUT: declare void @llvm.lifetime.start.p0(ptr captures(none)) #1
+// CHECK:STDOUT:
+// CHECK:STDOUT: ; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
+// CHECK:STDOUT: declare void @llvm.lifetime.end.p0(ptr captures(none)) #1
+// CHECK:STDOUT:
+// CHECK:STDOUT: ; Function Attrs: nounwind
+// CHECK:STDOUT: define i32 @main() #2 !dbg !12 {
+// CHECK:STDOUT: entry:
+// CHECK:STDOUT:   call void @_Z1Fv(), !dbg !16
+// CHECK:STDOUT:   ret i32 0, !dbg !17
+// CHECK:STDOUT: }
+// CHECK:STDOUT:
+// CHECK:STDOUT: ; uselistorder directives
+// CHECK:STDOUT: uselistorder ptr @llvm.lifetime.start.p0, { 3, 2, 1, 0 }
+// CHECK:STDOUT: uselistorder ptr @llvm.lifetime.end.p0, { 3, 2, 1, 0 }
+// CHECK:STDOUT:
+// CHECK:STDOUT: attributes #0 = { mustprogress nounwind uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
+// CHECK:STDOUT: attributes #1 = { nocallback nofree nosync nounwind willreturn memory(argmem: readwrite) }
+// CHECK:STDOUT: attributes #2 = { nounwind }
+// CHECK:STDOUT:
+// CHECK:STDOUT: !llvm.dbg.cu = !{!0}
+// CHECK:STDOUT: !llvm.module.flags = !{!2, !3, !4, !5, !6}
+// CHECK:STDOUT: !llvm.errno.tbaa = !{!7}
+// CHECK:STDOUT:
+// CHECK:STDOUT: !0 = distinct !DICompileUnit(language: DW_LANG_C_plus_plus, file: !1, producer: "carbon", isOptimized: false, runtimeVersion: 0, emissionKind: FullDebug)
+// CHECK:STDOUT: !1 = !DIFile(filename: "generic_class.carbon", directory: "")
+// CHECK:STDOUT: !2 = !{i32 8, !"PIC Level", i32 2}
+// CHECK:STDOUT: !3 = !{i32 7, !"PIE Level", i32 2}
+// CHECK:STDOUT: !4 = !{i32 7, !"uwtable", i32 2}
+// CHECK:STDOUT: !5 = !{i32 7, !"Dwarf Version", i32 5}
+// CHECK:STDOUT: !6 = !{i32 2, !"Debug Info Version", i32 3}
+// CHECK:STDOUT: !7 = !{!8, !9, i64 0}
+// CHECK:STDOUT: !8 = !{!"__libc_errno", !9, i64 0}
+// CHECK:STDOUT: !9 = !{!"int", !10, i64 0}
+// CHECK:STDOUT: !10 = !{!"omnipotent char", !11, i64 0}
+// CHECK:STDOUT: !11 = !{!"Simple C++ TBAA"}
+// CHECK:STDOUT: !12 = distinct !DISubprogram(name: "Run", linkageName: "main", scope: null, file: !1, line: 20, type: !13, spFlags: DISPFlagDefinition, unit: !0)
+// CHECK:STDOUT: !13 = !DISubroutineType(types: !14)
+// CHECK:STDOUT: !14 = !{!15}
+// CHECK:STDOUT: !15 = !DIBasicType(name: "int", size: 32, encoding: DW_ATE_signed)
+// CHECK:STDOUT: !16 = !DILocation(line: 21, column: 3, scope: !12)
+// CHECK:STDOUT: !17 = !DILocation(line: 20, column: 1, scope: !12)
+// CHECK:STDOUT: