diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8cc6c44d14cae837607dd3e25cc6ab2d2a68972d..1d59c11d2b9fbb1ab80207c90457607b261cf2a8 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -7,7 +7,7 @@ project( "GeoModel" VERSION 1.0.0 LANGUAGES CXX )
 
 
 # === Project wide setup ===
-# Make the module directory visible to CMake.
+# Make the 'cmake' module directory visible to CMake.
 list( APPEND CMAKE_MODULE_PATH ${CMAKE_SOURCE_DIR}/cmake )
 # Define color codes for CMake messages
 include( cmake_colors_defs )
@@ -21,7 +21,9 @@ include( BuildType )
 include( PrintBuildInfo )
 
 # === Externally provided content ===
-add_subdirectory(dependencies)
+# Make the 'dependencies' module directory visible to CMake.
+list( APPEND CMAKE_MODULE_PATH ${CMAKE_SOURCE_DIR}/dependencies )
+include(Dependencies)
 
 # === Main targets built by this project ===
 
diff --git a/GeoModelTools/CMakeLists.txt b/GeoModelTools/CMakeLists.txt
index b54f5613a8ab31dcd9d5bea3f6e79aeb59f11503..659797c1c86a05d2be816fae559e3a23fd00080a 100644
--- a/GeoModelTools/CMakeLists.txt
+++ b/GeoModelTools/CMakeLists.txt
@@ -1,7 +1,6 @@
 # Copyright (C) 2002-2020 CERN for the benefit of the ATLAS collaboration
 
 # Set up the project.
-# cmake_minimum_required( VERSION 3.1 )
 project( "GeoModelTools" VERSION 4.0.0 LANGUAGES CXX )
 
 # Set default build options.
@@ -9,19 +8,9 @@ set( CMAKE_BUILD_TYPE "Release" CACHE STRING "CMake build mode to use" )
 set( CMAKE_CXX_STANDARD 14 CACHE STRING "C++ standard used for the build" )
 set( CMAKE_CXX_EXTENSIONS FALSE CACHE BOOL "(Dis)allow using GNU extensions" )
 
-# # Make the module directory visible to CMake.
+# Make the module directory visible to CMake.
 list( APPEND CMAKE_MODULE_PATH ${CMAKE_CURRENT_SOURCE_DIR}/cmake )
 #
-# # Use the GNU install directory names.
-# include( GNUInstallDirs )
-#
-# # Set up the "optional" dependencies.
-# include( SetupXercesC )
-# include( SetupJSON )
-#
-# # Find the externals needed by the project.
-# find_package( GeoModelCore 3.2.0 REQUIRED )
-# find_package( GeoModelIO 3.2.0 REQUIRED )
 find_package( XercesC )
 
 # Set up the build of the libraries of the project.
diff --git a/GeoModelTools/GeoModelJSONParser/CMakeLists.txt b/GeoModelTools/GeoModelJSONParser/CMakeLists.txt
index 479bc0de16e36c4c0933a66bd44b56ccf0d7d995..140b8418f641e229428250b1caaf4dd27f61bb45 100644
--- a/GeoModelTools/GeoModelJSONParser/CMakeLists.txt
+++ b/GeoModelTools/GeoModelJSONParser/CMakeLists.txt
@@ -22,15 +22,7 @@ endif()
 # installed with Homebrew on macOS).
 # This is not needed if the single-header library is installed in a regular
 # system include folder (e.g., '/usr/local/include', '/usr/include', ...)
-# Also, note that nlohmann_json has been found (or not) at the root level already,
-# but apparently it needs to be "found" here again,
-# otherwise the nlohmann_json CMake config file is not found properly.
-# Thus, in case SetupJSON.cmake finds it at root level, the variable
-# SetupJSON_nlohmann_json_FOUND is set to true, and here we "find" nlohmann_json
-# again. (TODO: to be investigated if we can simplify all that: ideally,
-# finding it at root level inside SetupJSON.cmake should be enough.)
-if ( nlohmann_json_FOUND OR SetupJSON_nlohmann_json_FOUND )
-  find_package(nlohmann_json QUIET)
+if ( nlohmann_json_FOUND )
   target_link_libraries( GeoModelJSONParser PUBLIC nlohmann_json::nlohmann_json )
 endif()
 
diff --git a/GeoModelVisualization/GXClashPointSystems/CMakeLists.txt b/GeoModelVisualization/GXClashPointSystems/CMakeLists.txt
index 60c0147220ea611bbdc5b3a893dd583f70ede8f3..ad1ee5450a9b5641aae45d2409916779b99e3aad 100644
--- a/GeoModelVisualization/GXClashPointSystems/CMakeLists.txt
+++ b/GeoModelVisualization/GXClashPointSystems/CMakeLists.txt
@@ -66,11 +66,12 @@ endif()
 
 target_link_libraries (GXClashPointSystems PRIVATE SoQt::SoQt Coin::Coin  ${Qt5Core_LIBRARIES} GXGui GXBase GXHEPVis  ${SoQt_LIBRARIES} ${Qt5Gui_LIBRARIES} ${Qt5Widgets_LIBRARIES} ${Qt5PrintSupport_LIBRARIES} )
 
-
-# we link to nlohmann_json only  if we use a version of nlohmann_json installed through CMake;
-# this is not needed if the single-header library is installed in a regular
-# system include folder (e.g., '/usr/local/include')
-if( nlohmann_json_FOUND )
+# We link to `nlohmann_json` only  if we use a version of nlohmann_json
+# that provides a CMake config file (i.e., either built from source, or also
+# installed with Homebrew on macOS).
+# This is not needed if the single-header library is installed in a regular
+# system include folder (e.g., '/usr/local/include', '/usr/include', ...)
+if ( nlohmann_json_FOUND )
   target_link_libraries( GXClashPointSystems PUBLIC nlohmann_json::nlohmann_json )
 endif()
 
diff --git a/GeoModelVisualization/VP1GeometrySystems/CMakeLists.txt b/GeoModelVisualization/VP1GeometrySystems/CMakeLists.txt
index 5235058f8fb64e606b08e80652e76bdac06ab61d..50d638538466db9ee97b3008f0d7e91ebbc26662 100644
--- a/GeoModelVisualization/VP1GeometrySystems/CMakeLists.txt
+++ b/GeoModelVisualization/VP1GeometrySystems/CMakeLists.txt
@@ -62,10 +62,12 @@ include_directories(${SoQt_INCLUDE_DIRS} )
 include_directories(${VP1HEPVis_INCLUDE_DIRS} )
 
 
-# we link to nlohmann_json only  if we use a version of nlohmann_json installed through CMake;
-# this is not needed if the single-header library is installed in a regular
-# system include folder (e.g., '/usr/local/include')
-if( nlohmann_json_FOUND )
+# We link to `nlohmann_json` only  if we use a version of nlohmann_json
+# that provides a CMake config file (i.e., either built from source, or also
+# installed with Homebrew on macOS).
+# This is not needed if the single-header library is installed in a regular
+# system include folder (e.g., '/usr/local/include', '/usr/include', ...)
+if ( nlohmann_json_FOUND )
   target_link_libraries( GXGeometrySystems nlohmann_json::nlohmann_json )
 endif()
 
@@ -79,8 +81,8 @@ endif()
 
 # Set a variable storing the CMake install prefix.
 # -- It is passed to the C++ preprocessor to load, from the C++ code,
-# -- the JSON files storing the default materials and volume attributes
-# -- for Coin3D.
+#    the JSON files storing the default materials and volume attributes
+#    for Coin3D.
 add_definitions ( -DGEOMODEL_INSTALL_PREFIX=${CMAKE_INSTALL_PREFIX})
 
 
diff --git a/dependencies/CMakeLists.txt b/dependencies/Dependencies.cmake
similarity index 100%
rename from dependencies/CMakeLists.txt
rename to dependencies/Dependencies.cmake
diff --git a/dependencies/SetupJSON.cmake b/dependencies/SetupJSON.cmake
index e97dde92f010f55a0eaf9e2ce7593972c53cfcbb..9b5c5ca7e959391137997a0fd6aaa566f93e31dd 100644
--- a/dependencies/SetupJSON.cmake
+++ b/dependencies/SetupJSON.cmake
@@ -59,7 +59,7 @@ else()
      message(STATUS "SetupJSON - WARNING! 'nlohmann_json' was not found by CMake!! However, if you installed this single-header library in a standard system include dir (e.g., '/usr/local/include'), I will be able to use it.")
    else()
      message(STATUS "SetupJSON - Found 'nlohmann_json' at: ${nlohmann_json_DIR}")
-     set( SetupJSON_nlohmann_json_FOUND TRUE CACHE BOOL "True if nlohmann_json has been found by the SetupJSON module" FORCE )
+     # set( SetupJSON_nlohmann_json_FOUND TRUE CACHE BOOL "True if nlohmann_json has been found by the SetupJSON module" FORCE )
    endif()
 
 endif()