diff --git a/CMakeLists.txt b/CMakeLists.txt
index 0238ae0..892eebd 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -3,10 +3,6 @@ project (lgogdownloader LANGUAGES C CXX VERSION 3.15)
 
 set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake/")
 
-# Disable search for boost-cmake
-# Fixes building with Boost >= 1.70.0
-set(Boost_NO_BOOST_CMAKE ON)
-
 option(USE_QT_GUI "Build with Qt GUI login support" OFF)
 if(USE_QT_GUI)
   add_definitions(-DUSE_QT_GUI_LOGIN=1)
@@ -15,6 +11,7 @@ if(USE_QT_GUI)
 endif(USE_QT_GUI)
 
 find_package(Boost
+  CONFIG
   REQUIRED
   system
   filesystem