diff --git a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA-UCC.eb b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA-UCC.eb
new file mode 100644
index 0000000000000000000000000000000000000000..d4ef0f56e1e3c0b897e1c18d4394c10893e4f75e
--- /dev/null
+++ b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA-UCC.eb
@@ -0,0 +1,55 @@
+easyblock = 'SystemBundle'
+
+name = 'OpenMPI-settings'
+version = '4.1'
+versionsuffix = 'CUDA-UCC'
+
+homepage = ''
+description = '''This module loads the default OpenMPI configuration. It relies on UCX and enables the UCX CUDA
+transports. It also rely on UCC for collectives.
+'''
+
+toolchain = SYSTEM
+
+source_urls = []
+
+sources = []
+modextravars = {
+    'SLURM_MPI_TYPE': 'pspmix',
+    'OMPI_MCA_mca_base_component_show_load_errors': '1',
+    'OMPI_MCA_mpi_param_check': '1',
+    'OMPI_MCA_mpi_show_handle_leaks': '1',
+    'OMPI_MCA_mpi_warn_on_fork': '1',
+    # Disable uct for the time being due to:
+    # https://github.com/openucx/ucx/wiki/OpenMPI-and-OpenSHMEM-installation-with-UCX#running-open-mpi-with-ucx
+    # Also openib, since it is deprecated and should be substituted by the UCX support in the pml
+    'OMPI_MCA_btl': '^uct,openib',
+    'OMPI_MCA_btl_openib_allow_ib': '1',
+    'OMPI_MCA_bml_r2_show_unreach_errors': '0',
+    'OMPI_MCA_coll_ucc_priority': '80',
+    'OMPI_MCA_coll_ucc_enable': '1',
+    'OMPI_MCA_pml': 'ucx',
+    'OMPI_MCA_osc': '^rdma',
+    'OMPI_MCA_opal_abort_print_stack': '1',
+    'OMPI_MCA_opal_set_max_sys_limits': '1',
+    'OMPI_MCA_opal_event_include': 'epoll',
+    'OMPI_MCA_btl_openib_warn_default_gid_prefix': '0',
+    # OMPIO does not seem to work reliably on our system
+    'OMPI_MCA_io': 'romio321',
+}
+
+modluafooter = '''
+if mode()=="load" then
+    if isloaded("UCX-settings/RC") then
+        try_load("UCX-settings/RC-CUDA")
+    elseif isloaded("UCX-settings/UD") then
+        try_load("UCX-settings/UD-CUDA")
+    elseif isloaded("UCX-settings/DC") then
+        try_load("UCX-settings/DC-CUDA")
+    elseif not isloaded("UCX-settings") then
+        try_load("UCX-settings/RC-CUDA")
+    end
+end
+'''
+
+moduleclass = 'system'
diff --git a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA.eb b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA.eb
new file mode 100644
index 0000000000000000000000000000000000000000..65d7ab3888dc45ab01de8cee6ef15b51995495ed
--- /dev/null
+++ b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-CUDA.eb
@@ -0,0 +1,53 @@
+easyblock = 'SystemBundle'
+
+name = 'OpenMPI-settings'
+version = '4.1'
+versionsuffix = 'CUDA'
+
+homepage = ''
+description = '''This module loads the default OpenMPI configuration. It relies on UCX and enables the UCX CUDA
+transports.
+'''
+
+toolchain = SYSTEM
+
+source_urls = []
+
+sources = []
+modextravars = {
+    'SLURM_MPI_TYPE': 'pspmix',
+    'OMPI_MCA_mca_base_component_show_load_errors': '1',
+    'OMPI_MCA_mpi_param_check': '1',
+    'OMPI_MCA_mpi_show_handle_leaks': '1',
+    'OMPI_MCA_mpi_warn_on_fork': '1',
+    # Disable uct for the time being due to:
+    # https://github.com/openucx/ucx/wiki/OpenMPI-and-OpenSHMEM-installation-with-UCX#running-open-mpi-with-ucx
+    # Also openib, since it is deprecated and should be substituted by the UCX support in the pml
+    'OMPI_MCA_btl': '^uct,openib',
+    'OMPI_MCA_btl_openib_allow_ib': '1',
+    'OMPI_MCA_bml_r2_show_unreach_errors': '0',
+    'OMPI_MCA_pml': 'ucx',
+    'OMPI_MCA_osc': '^rdma',
+    'OMPI_MCA_opal_abort_print_stack': '1',
+    'OMPI_MCA_opal_set_max_sys_limits': '1',
+    'OMPI_MCA_opal_event_include': 'epoll',
+    'OMPI_MCA_btl_openib_warn_default_gid_prefix': '0',
+    # OMPIO does not seem to work reliably on our system
+    'OMPI_MCA_io': 'romio321',
+}
+
+modluafooter = '''
+if mode()=="load" then
+    if isloaded("UCX-settings/RC") then
+        try_load("UCX-settings/RC-CUDA")
+    elseif isloaded("UCX-settings/UD") then
+        try_load("UCX-settings/UD-CUDA")
+    elseif isloaded("UCX-settings/DC") then
+        try_load("UCX-settings/DC-CUDA")
+    elseif not isloaded("UCX-settings") then
+        try_load("UCX-settings/RC-CUDA")
+    end
+end
+'''
+
+moduleclass = 'system'
diff --git a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCC.eb b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX-UCC.eb
similarity index 88%
rename from Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCC.eb
rename to Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX-UCC.eb
index 1ca737acaa4f09ac727bc8477745af3e40cbb438..28d20bc68ef2f51e05fcd1f40707068ea7c1612e 100644
--- a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCC.eb
+++ b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX-UCC.eb
@@ -2,10 +2,12 @@ easyblock = 'SystemBundle'
 
 name = 'OpenMPI-settings'
 version = '4.1'
-versionsuffix = 'UCC'
+versionsuffix = 'UCX-UCC'
 
 homepage = ''
-description = 'This module loads the default OpenMPI configuration. It relies on UCX and UCC.'
+description = '''This module loads the default OpenMPI configuration. It relies on UCX. It also rely on UCC for
+collectives.
+'''
 
 toolchain = SYSTEM
 
diff --git a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-plain.eb b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX.eb
similarity index 98%
rename from Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-plain.eb
rename to Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX.eb
index 976a72395c89a83290827e85437f145954e8460e..4688f919ac6e2a7bfc8687453fd740d65c70265c 100644
--- a/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-plain.eb
+++ b/Golden_Repo/o/OpenMPI-settings/OpenMPI-settings-4.1-UCX.eb
@@ -2,7 +2,7 @@ easyblock = 'SystemBundle'
 
 name = 'OpenMPI-settings'
 version = '4.1'
-versionsuffix = 'plain'
+versionsuffix = 'UCX'
 
 homepage = ''
 description = 'This module loads the default OpenMPI configuration. It relies on UCX.'
diff --git a/Golden_Repo/p/psmpi-settings/psmpi-settings-5.6-plain.eb b/Golden_Repo/p/psmpi-settings/psmpi-settings-5.6-plain.eb
deleted file mode 100644
index 7586f6ec33262e33ea88f23a5090608f6f4c2287..0000000000000000000000000000000000000000
--- a/Golden_Repo/p/psmpi-settings/psmpi-settings-5.6-plain.eb
+++ /dev/null
@@ -1,19 +0,0 @@
-easyblock = 'SystemBundle'
-
-name = 'psmpi-settings'
-version = '5.6'
-versionsuffix = 'plain'
-
-homepage = ''
-description = 'This module loads the ParaStationMPI configuration. It relies on the defaults.'
-
-toolchain = SYSTEM
-
-source_urls = []
-
-sources = []
-modextravars = {
-    'PSP_HARD_ABORT': '1',
-}
-
-moduleclass = 'system'