diff --git a/docs/configuring-playbook-jitsi.md b/docs/configuring-playbook-jitsi.md
index 6c787bdb4..c157e59c2 100644
--- a/docs/configuring-playbook-jitsi.md
+++ b/docs/configuring-playbook-jitsi.md
@@ -23,13 +23,6 @@ Add this to your `inventory/host_vars/matrix.DOMAIN/vars.yml` configuration:
 
 ```yaml
 matrix_jitsi_enabled: true
-
-# Run `bash inventory/scripts/jitsi-generate-passwords.sh` to generate these passwords,
-# or define your own strong passwords manually.
-matrix_jitsi_jicofo_auth_password: ""
-matrix_jitsi_jvb_auth_password: ""
-matrix_jitsi_jibri_recorder_password: ""
-matrix_jitsi_jibri_xmpp_password: ""
 ```
 
 
diff --git a/inventory/scripts/jitsi-generate-passwords.sh b/inventory/scripts/jitsi-generate-passwords.sh
deleted file mode 100755
index f24a3fba5..000000000
--- a/inventory/scripts/jitsi-generate-passwords.sh
+++ /dev/null
@@ -1,24 +0,0 @@
-#!/usr/bin/env bash
-# This is a bash script for generating strong passwords for the Jitsi role in this ansible project:
-# https://github.com/spantaleev/matrix-docker-ansible-deploy
-
-function generatePassword() {
-    openssl rand -hex 16
-}
-
-echo "# If this script fails, it's likely because you don't have the openssl tool installed."
-echo "# Install it before using this script, or simply create your own passwords manually."
-
-echo ""
-
-JICOFO_AUTH_PASSWORD=$(generatePassword)
-JVB_AUTH_PASSWORD=$(generatePassword)
-JIBRI_RECORDER_PASSWORD=$(generatePassword)
-JIBRI_XMPP_PASSWORD=$(generatePassword)
-
-echo "# Paste these variables into your inventory/host_vars/matrix.DOMAIN/vars.yml file:"
-echo ""
-echo "matrix_jitsi_jicofo_auth_password: $JICOFO_AUTH_PASSWORD"
-echo "matrix_jitsi_jvb_auth_password: $JVB_AUTH_PASSWORD"
-echo "matrix_jitsi_jibri_recorder_password: $JIBRI_RECORDER_PASSWORD"
-echo "matrix_jitsi_jibri_xmpp_password: $JIBRI_XMPP_PASSWORD"