diff --git a/README.rst b/README.rst
index e1ea351f8..456a3d9d4 100644
--- a/README.rst
+++ b/README.rst
@@ -174,6 +174,12 @@ Alternatively, Andreas Peters (previously Silvio Fricke) has contributed a
 Dockerfile to automate a synapse server in a single Docker image, at
 https://hub.docker.com/r/avhost/docker-matrix/tags/
 
+Slavi Pantaleev has created an Ansible playbook,
+which installs the offical Docker image of Matrix Synapse
+along with many other Matrix-related services (Postgres database, riot-web, coturn, mxisd, SSL support, etc.).
+For more details, see
+https://github.com/spantaleev/matrix-docker-ansible-deploy
+
 Configuring Synapse
 -------------------
 
diff --git a/changelog.d/3698.misc b/changelog.d/3698.misc
new file mode 100644
index 000000000..12537e76f
--- /dev/null
+++ b/changelog.d/3698.misc
@@ -0,0 +1 @@
+Add information about the [matrix-docker-ansible-deploy](https://github.com/spantaleev/matrix-docker-ansible-deploy) playbook