diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d8fa8bed..54b722c2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,6 @@
-stages: [check]
+stages: 
+  - check
+  - pages
 
 variables:
   COLUMNS: 9000
@@ -15,3 +17,29 @@ check:
     - export COLUMNS=$COLUMNS
     - export TERM=$TERM
     - python3 pmodules_tools/pmodules_tools.py --deps-check
+
+pages:
+  stage: pages
+  artifacts:
+    paths:
+      - public
+  image: ubuntu:20.04
+  script:
+    - apt update
+    - apt -y install pandoc
+    - mkdir -p /opt && pushd $_
+    - ln -s /afs/psi.ch/sys/psi.x86_64_el6 psi
+    - popd
+
+    - export PMODULES_VERSION=1.0.0rc14
+    - export COLUMNS=$COLUMNS
+    - export TERM=$TERM
+
+    - source /opt/psi/config/profile.bash
+    - module load Python
+    - mkdir public
+    - cd pmodules_tools/
+    - python3 pmodules_tools.py --db-check
+    - pandoc pmodules_changes.md -o index.html
+    - cp -v index.html $CI_PROJECT_DIR/public
+  when: always
\ No newline at end of file
diff --git a/README.md b/README.md
index 9481c5a2..e9ae6b16 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,11 @@
 # Pmodules tools
 
-Dependency checker: <br>
 [![Pipeline](https://git.psi.ch/Pmodules/dependency-checker/badges/master/pipeline.svg)](https://git.psi.ch/Pmodules/dependency-checker)
 
+## Pages
+
+[Pmodules Database Report](https://pmodules.gitpages.psi.ch/dependency-checker)
+
 ## Intro
 A python project to analyse Pmodules modules and their status changes.
 
diff --git a/pmodules_tools/db_diff/check.py b/pmodules_tools/db_diff/check.py
index f84b4a8e..7f089722 100644
--- a/pmodules_tools/db_diff/check.py
+++ b/pmodules_tools/db_diff/check.py
@@ -32,12 +32,14 @@ def db_check_diff(current_pmodule_state, Pmodules_db_path, Pmodules_states):
         print_pmodules_differences(
             current_pmodule_state, old_pmodule_state, Pmodules_states
         )
+    else:
+        print_to_markdown([], [], [])
 
     # There is no database available or there are differences with the old pmodule state, writing current state.
     if no_current_db or compare_states_sha(
         current_pmodule_state, old_pmodule_state, current_sha
     ):
-        write_curent_state(current_pmodule_state, current_sha, Pmodules_db_path)
+        write_current_state(current_pmodule_state, current_sha, Pmodules_db_path)
 
 
 def compare_states_sha(current_pmodule_state, old_pmodule_state, current_sha):
@@ -58,11 +60,11 @@ def print_to_markdown(new_module_list, deleted_module_list, changed_module_list)
             for index in range(0, len(changed_module_list) - 1, 2):
                 md_file.write(
                     changed_module_list[index]
-                    + "<br>Changed state from "
+                    + "<br/>Changed state from "
                     + changed_module_list[index + 1].split()[1]
                     + " to ---> "
                     + changed_module_list[index].split()[1]
-                    + "<br>"
+                    + "<br/>"
                 )
 
         standard_print(md_file, deleted_module_list, "Deleted modules:")
@@ -143,10 +145,10 @@ def standard_print(file, module_list, string):
     file.write("\n# " + string + " \n")
     for diff in module_list:
         if diff != "":
-            file.write(diff + "<br>")
+            file.write(diff + "<br/>")
 
 
-def write_curent_state(current_pmodule_state, current_sha, Pmodules_db_path):
+def write_current_state(current_pmodule_state, current_sha, Pmodules_db_path):
     # Emptying Pmodules database first
     if os.path.exists(Pmodules_db_path):
         shutil.rmtree(Pmodules_db_path)
diff --git a/pmodules_tools/deps_status/check.py b/pmodules_tools/deps_status/check.py
index 5f768c8e..43c9bbe8 100644
--- a/pmodules_tools/deps_status/check.py
+++ b/pmodules_tools/deps_status/check.py
@@ -72,7 +72,11 @@ class PmodulePackage:
     @staticmethod
     @cache
     def Pmoduliser(pckg_name="", compiler="", mpi_provider=""):
-        default_module_cmd = "module search " + pckg_name + " -a --all-deps --no-header"
+        default_module_cmd = (
+            "$PMODULES_HOME/bin/modulecmd bash search "
+            + pckg_name
+            + " -a --all-deps --no-header"
+        )
 
         # try to precise the module search if compiler and/or mpi_provider are given
         module_cmd = default_module_cmd
diff --git a/pmodules_tools/pmodules_tools.py b/pmodules_tools/pmodules_tools.py
index 1af971c7..ef31cba4 100644
--- a/pmodules_tools/pmodules_tools.py
+++ b/pmodules_tools/pmodules_tools.py
@@ -43,12 +43,14 @@ def main():
     cli_args = parse_args()
 
     # Global variables
-    Pmodules_db_path = "/afs/psi.ch/sys/spack-rhel7/test/"
+    Pmodules_db_path = "/opt/psi/var/cache/pmodules_db/"
     Pmodules_states = ["deprecated", "stable", "unstable"]
 
     # Main search to analyse
     module_cmd = (
-        "module search -a " + cli_args.select_module + " --all-deps --no-header"
+        "$PMODULES_HOME/bin/modulecmd bash search -a "
+        + cli_args.select_module
+        + " --all-deps --no-header"
     )
     module_cmd_process = subprocess_cmd(module_cmd)