diff --git a/roles/xmpp_server/molecule/default/prepare.yml b/roles/xmpp_server/molecule/default/prepare.yml
index 62187af3f9d3e10025beb642832b9b024a2bb50f..1111e787c5fe75f0d7b8106cfc3cc64de42e3989 100644
--- a/roles/xmpp_server/molecule/default/prepare.yml
+++ b/roles/xmpp_server/molecule/default/prepare.yml
@@ -23,21 +23,6 @@
           fqdn:
             - ldap-server
 
-        - name: parameters-mandatory-bullseye_xmpp
-          fqdn:
-            - parameters-mandatory
-            - domain1
-            - proxy.domain1
-            - conference.domain1
-        - name: parameters-optional-bullseye_xmpp
-          fqdn:
-            - parameters-optional
-            - domain2
-            - proxy.domain2
-            - conference.domain2
-            - domain3
-            - proxy.domain3
-            - conference.domain3
         - name: parameters-mandatory-bookworm_xmpp
           fqdn:
             - parameters-mandatory
@@ -91,35 +76,6 @@
         regexp: "host\\.name\\)"
         replace: "host.targetname)"
 
-- hosts: bullseye
-  become: true
-  tasks:
-
-    - name: Enable TLSv1.0+ in global OpenSSL configuration file in order to be able to test the xmpp_server_tls_protocol parameter
-      lineinfile:
-        path: "/etc/ssl/openssl.cnf"
-        regexp: "^MinProtocol ="
-        line: "MinProtocol = TLSv1.0"
-        owner: root
-        group: root
-        mode: 0644
-        state: present
-
-    - name: Set-up the hosts file
-      lineinfile:
-        path: /etc/hosts
-        regexp: "^{{ item.key }}"
-        line: "{{ item.key }} {{ item.value }}"
-        owner: root
-        group: root
-        mode: 0644
-        state: present
-      with_dict:
-        192.168.56.11: "ldap-server backup-server"
-        192.168.56.41: "client-bullseye"
-        192.168.56.51: "parameters-mandatory domain1 proxy.domain1 conference.domain1"
-        192.168.56.52: "parameters-optional domain2 proxy.domain2 conference.domain2 domain3 proxy.domain3 conference.domain3"
-
 - hosts: bookworm
   become: true
   tasks:
@@ -311,7 +267,7 @@
         name: "{{ sendxmpp_package }}"
         state: present
       vars:
-        sendxmpp_package: "{% if ansible_distribution_release == 'bullseye' %}sendxmpp{% else %}go-sendxmpp{% endif %}"
+        sendxmpp_package: "go-sendxmpp"
 
     - name: Deploy small Lua script for listing the enabled modules in Prosody
       copy: