diff --git a/.gitignore b/.gitignore
index 25606d7..73cd48d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -34,3 +34,5 @@ cmd/maddy-*-helper/maddy-*-helper
 # in repo directory.
 cmd/maddy/*mtasts-cache
 cmd/maddy/*queue
+
+maddy-setup/
diff --git a/README.md b/README.md
index ded2a2e..629d5c1 100644
--- a/README.md
+++ b/README.md
@@ -53,15 +53,13 @@ Planned:
 - Server-side messages encryption (#75)
 - [JMAP](https://jmap.io) (#19)
 
-## Installation
+## Installation & configuration
 
-Pre-built binaries for releases are available
-[here](https://github.com/foxcpp/maddy/releases).
+Detailed explaination of what you need to do to get it running can be found
+here:
+https://github.com/foxcpp/maddy/wiki/Tutorial:-Setting-up-a-mail-server-with-maddy
 
-## Building from source
-
-Make sure you have $GOPATH/bin ($HOME/go/bin) in your $PATH before
-doing anything.
+### Manual installation
 
 #### Dependencies 
 
@@ -80,7 +78,7 @@ doing anything.
   Required for SQLite3-based storage (default configuration) and PAM
   authentication.
 
-### Building
+#### Building
 
 First, make sure Go Modules support is enabled:
 ```
@@ -96,11 +94,10 @@ go get github.com/foxcpp/maddy/cmd/{maddy,maddyctl}@master
 Executables will be placed in the $GOPATH/bin directory (defaults to
 $HOME/go/bin).
 
-## Quick start
+#### Quick start
 
 *Note*: explaination below is short and assumes that you already have
-basic ideas about how email works. If you are not sure, Project Wiki 
-contains a [more detailed tutorial](https://github.com/foxcpp/maddy/wiki/Setting-up-a-mail-server-with-maddy).
+basic ideas about how email works.
 
 1. Install maddy and maddyctl (see above)
 2. Copy maddy.conf from this repo to /etc/maddy/maddy.conf
diff --git a/get.sh b/get.sh
new file mode 100755
index 0000000..db428de
--- /dev/null
+++ b/get.sh
@@ -0,0 +1,89 @@
+#!/bin/sh
+set -euo pipefail
+IFS=$'\n'
+
+GOVERSION=1.13.1
+MADDYVERSION=master
+PREFIX=/usr/local
+SYSTEMDUNITS=/etc/systemd
+CONFPATH=/etc/maddy/maddy.conf
+
+mkdir -p maddy-setup/
+cd maddy-setup/
+
+if ! which go >/dev/null; then
+    download=1
+else
+    if [ "`go version | grep -o "go$GOVERSION"`" = "go$GOVERSION" ]; then
+        echo "Using system Go toolchain." >&2
+        download=0
+        GO=`which go`
+    else
+        download=1
+    fi
+fi
+
+if [ $download -eq 1 ]; then
+    echo "Downloading Go $GOVERSION toolchain..." >&2
+    if ! [ -e go$GOVERSION ]; then
+        if ! [ -e go$GOVERSION.linux-amd64.tar.gz ]; then
+            wget -q 'https://dl.google.com/go/go1.13.3.linux-amd64.tar.gz'
+        fi
+        tar xf go$GOVERSION.linux-amd64.tar.gz
+        mv go go$GOVERSION
+    fi
+    GO=go$GOVERSION/bin/go
+fi
+
+export GOPATH="$PWD/gopath"
+export GOBIN="$GOPATH/bin"
+
+echo 'Downloading and compiling maddy...' >&2
+
+export GO111MODULE=on
+$GO get github.com/foxcpp/maddy/cmd/{maddy,maddyctl}@$MADDYVERSION
+
+echo 'Installing maddy...' >&2
+
+sudo mkdir -p "$PREFIX/bin"
+sudo cp "$GOPATH/bin/maddy" "$GOPATH/bin/maddyctl" "$PREFIX/bin/"
+
+echo 'Downloading and installing systemd unit files...' >&2
+
+wget -q "https://raw.githubusercontent.com/foxcpp/maddy/$MADDYVERSION/dist/systemd/maddy.service" -O maddy.service
+wget -q "https://raw.githubusercontent.com/foxcpp/maddy/$MADDYVERSION/dist/systemd/maddy@.service" -O maddy@.service
+
+sed -Ei "s!/usr/bin!$PREFIX/bin!g" maddy.service maddy@.service
+
+sudo cp maddy.service maddy@.service "$SYSTEMDUNITS/system/"
+sudo systemctl daemon-reload
+
+echo 'Creating maddy user and group...' >&2
+
+sudo useradd -UMr -s /sbin/nologin maddy || true
+
+if ! [ -e "$CONFPATH" ]; then
+    echo 'Downloading and installing default configuration...' >&2
+
+    wget -q "https://raw.githubusercontent.com/foxcpp/maddy/$MADDYVERSION/maddy.conf" -O maddy.conf
+    sudo mkdir -p /etc/maddy/
+
+    host=`hostname`
+    read -p "What's your domain, btw? [$host] > " DOMAIN
+    if [ "$DOMAIN" = "" ]; then
+        DOMAIN=$host
+    fi
+    echo 'Good, I will put that into configuration for you.' >&2
+
+    sed -Ei "s/^\\$\\(primary_domain\) = .+$/$\(primary_domain\) = $DOMAIN/" maddy.conf
+    sed -Ei "s/^\\$\\(hostname\) = .+$/$\(hostname\) = $DOMAIN/" maddy.conf
+
+    sudo cp maddy.conf /etc/maddy/
+else
+    echo "Configuration already exists in /etc/maddy/maddy.conf, skipping defaults installation." >&2
+fi
+
+echo "Okay, almost ready." >&2
+echo "It's up to you to figure out TLS certificates and DNS stuff, though." >&2
+echo "Here is the tutorial to help you:" >&2
+echo "https://github.com/foxcpp/maddy/wiki/Tutorial:-Setting-up-a-mail-server-with-maddy" >&2