diff --git a/src/license/license.cpp b/src/license/license.cpp
index ff5306dab..653e66222 100644
--- a/src/license/license.cpp
+++ b/src/license/license.cpp
@@ -1,4 +1,4 @@
-// Copyright 2022 Memgraph Ltd.
+// Copyright 2024 Memgraph Ltd.
 //
 // Use of this software is governed by the Business Source License
 // included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
@@ -92,7 +92,7 @@ void RegisterLicenseSettings(LicenseChecker &license_checker, utils::Settings &s
 // NOLINTNEXTLINE(cppcoreguidelines-avoid-non-const-global-variables)
 LicenseChecker global_license_checker;
 
-LicenseChecker::~LicenseChecker() { scheduler_.Stop(); }
+LicenseChecker::~LicenseChecker() { Finalize(); }
 
 std::pair<std::string, std::string> LicenseChecker::ExtractLicenseInfo(const utils::Settings &settings) const {
   if (license_info_override_) {
diff --git a/src/license/license.hpp b/src/license/license.hpp
index da47ae0ff..b2e7dcce4 100644
--- a/src/license/license.hpp
+++ b/src/license/license.hpp
@@ -1,4 +1,4 @@
-// Copyright 2022 Memgraph Ltd.
+// Copyright 2024 Memgraph Ltd.
 //
 // Use of this software is governed by the Business Source License
 // included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
@@ -89,6 +89,8 @@ struct LicenseChecker {
 
   utils::Synchronized<std::optional<LicenseInfo>, utils::SpinLock> &GetLicenseInfo();
 
+  void Finalize() { scheduler_.Stop(); }
+
  private:
   std::pair<std::string, std::string> ExtractLicenseInfo(const utils::Settings &settings) const;
   void RevalidateLicense(const utils::Settings &settings);
diff --git a/src/memgraph.cpp b/src/memgraph.cpp
index e6c8dd1cd..cf954560d 100644
--- a/src/memgraph.cpp
+++ b/src/memgraph.cpp
@@ -1,4 +1,4 @@
-// Copyright 2023 Memgraph Ltd.
+// Copyright 2024 Memgraph Ltd.
 //
 // Use of this software is governed by the Business Source License
 // included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
@@ -257,6 +257,8 @@ int main(int argc, char **argv) {
   // register all runtime settings
   memgraph::license::RegisterLicenseSettings(memgraph::license::global_license_checker,
                                              memgraph::utils::global_settings);
+  memgraph::utils::OnScopeExit global_license_finalizer([] { memgraph::license::global_license_checker.Finalize(); });
+
   memgraph::flags::run_time::Initialize();
 
   memgraph::license::global_license_checker.CheckEnvLicense();
@@ -546,6 +548,7 @@ int main(int argc, char **argv) {
 
   memgraph::query::procedure::gModuleRegistry.UnloadAllModules();
 
+  python_gc_scheduler.Stop();
   Py_END_ALLOW_THREADS;
   // Shutdown Python
   Py_Finalize();