diff --git a/.github/workflows/charts-release.yaml b/.github/workflows/charts-release.yaml
index bbc1cd75..175616a9 100644
--- a/.github/workflows/charts-release.yaml
+++ b/.github/workflows/charts-release.yaml
@@ -9,6 +9,7 @@ on:
     - master
     paths:
     - 'charts/**'
+    - '!charts/README.md'
     - '!charts/**/README.md'
     - '!charts/**/README.md.gotmpl'
     - '!charts/**/README_CHANGELOG.md.gotmpl'
@@ -42,3 +43,39 @@ jobs:
       env:
         CR_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
         CR_SKIP_EXISTING: "true"
+
+  generate-summary:
+    if: "!contains(github.event.head_commit.message, '[ci-skip]')"
+    name: Auto-generate charts summary
+    runs-on: ubuntu-20.04
+    steps:
+    - name: Get k8s-at-home token
+      id: get-app-token
+      uses: getsentry/action-github-app-token@v1
+      with:
+        app_id: ${{ secrets.K8S_AT_HOME_APP_ID }}
+        private_key: ${{ secrets.K8S_AT_HOME_APP_PRIVATE_KEY }}
+
+    - name: Checkout
+      uses: actions/checkout@v2
+      with:
+        token: ${{ steps.get-app-token.outputs.token }}
+        ref: ${{ github.ref }}
+
+    - name: Install yq
+      uses: chrisdickinson/setup-yq@latest
+      with:
+        yq-version: v4.9.3
+
+    - name: Run script
+      run: |
+        ./hack/gen-chart-summary.sh
+
+    - name: Update Pull Request
+      uses: stefanzweifel/git-auto-commit-action@v4
+      with:
+        commit_message: Auto-generate chart summary [ci skip]
+        commit_user_name: k8s-at-home[bot]
+        commit_user_email: <k8s-at-home[bot]@users.noreply.github.com>
+        commit_author: k8s-at-home[bot] <k8s-at-home[bot]@users.noreply.github.com>
+        file_pattern: charts/README.md
diff --git a/charts/README.md b/charts/README.md
new file mode 100644
index 00000000..2cd7c6a6
--- /dev/null
+++ b/charts/README.md
@@ -0,0 +1,137 @@
+# Helm charts overview
+### Stable charts:
+| Chart | Description |
+| ----- | ----------- |
+| [adguard-home](stable/adguard-home) | DNS proxy as ad-blocker for local network |
+| [airsonic](stable/airsonic) | Airsonic is a Free and Open Source community driven media server |
+| [alertmanager-bot](stable/alertmanager-bot) | Bot for Prometheus Alertmanager |
+| [appdaemon](stable/appdaemon) | AppDaemon is a loosely coupled, multi-threaded, sandboxed python execution environment for writing automation apps for various types of Home Automation Software including Home Assistant and MQTT. |
+| [baikal](stable/baikal) | Baïkal is a lightweight CalDAV+CardDAV server. It offers a web interface with management of users, address books and calendars. |
+| [bazarr](stable/bazarr) | Bazarr is a companion application to Sonarr and Radarr. It manages and downloads subtitles based on your requirements |
+| [blocky](stable/blocky) | DNS proxy as ad-blocker for local network |
+| [booksonic-air](stable/booksonic-air) | Booksonic is a platform for accessing the audibooks you own wherever you are |
+| [bookstack](stable/bookstack) | A simple, self-hosted, easy-to-use platform for organising and storing information. |
+| [calibre-web](stable/calibre-web) | Calibre-Web is a web app providing a clean interface for browsing, reading and downloading eBooks using an existing Calibre database. |
+| [calibre](stable/calibre) | Calibre is a powerful and easy to use e-book manager. |
+| [comcast](stable/comcast) | periodic comcast data usage checks and save the results to InfluxDB |
+| [deconz](stable/deconz) | deCONZ is an easy to use control software, with which you can set up and control Zigbee networks of any size without further programming effort. |
+| [deluge](stable/deluge) | Deluge is a torrent download client |
+| [dizquetv](stable/dizquetv) | Create live TV channel streams from media on your Plex servers. |
+| [dnsmadeeasy-webhook](stable/dnsmadeeasy-webhook) | Cert-Manager Webhook for DNSMadeEasy |
+| [dsmr-reader](stable/dsmr-reader) | DSMR-protocol reader, telegram data storage and energy consumption visualizer. |
+| [duplicati](stable/duplicati) | Store securely encrypted backups on cloud storage services! |
+| [emby](stable/emby) | Emby Server is a home media server |
+| [esphome](stable/esphome) | ESPHome is a system to control your ESP8266/ESP32 by simple yet powerful configuration files and control them remotely through Home Automation systems. |
+| [flaresolverr](stable/flaresolverr) | FlareSolverr is a proxy server to bypass Cloudflare protection |
+| [flood](stable/flood) | Flood is a monitoring service for various torrent clients |
+| [focalboard](stable/focalboard) | Focalboard is an open source, self-hosted alternative to Trello, Notion, and Asana. |
+| [foundryvtt](stable/foundryvtt) | An easy-to-deploy Dockerized Foundry Virtual Tabletop server |
+| [freshrss](stable/freshrss) | FreshRSS is a self-hosted RSS feed aggregator |
+| [gaps](stable/gaps) | Gaps searches through your Plex Server or local folders for all movies, then queries for known movies in the same collection. |
+| [gollum](stable/gollum) | Gollum is a simple wiki system built on top of Git |
+| [gonic](stable/gonic) | Music streaming server / subsonic server API implementation |
+| [grocy](stable/grocy) | ERP beyond your fridge - grocy is a web-based self-hosted groceries & household management solution for your home |
+| [haste-server](stable/haste-server) | Simple text sharing |
+| [healthchecks](stable/healthchecks) | Healthchecks is a cron job monitoring service. It listens for HTTP requests and email messages ("pings") from your cron jobs and scheduled tasks ("checks"). When a ping does not arrive on time, Healthchecks sends out alerts. |
+| [heimdall](stable/heimdall) | An Application dashboard and launcher |
+| [home-assistant](stable/home-assistant) | Home Assistant |
+| [homebridge](stable/homebridge) | A lightweight NodeJS server that emulates the iOS HomeKit API |
+| [homer](stable/homer) | A dead simple static HOMepage for your servER to keep your services on hand, from a simple yaml configuration file. |
+| [hyperion-ng](stable/hyperion-ng) | Hyperion is an opensource Bias or Ambient Lighting implementation |
+| [icantbelieveitsnotvaletudo](stable/icantbelieveitsnotvaletudo) | Create live map data from Valetudo powered robots |
+| [intel-gpu-plugin](stable/intel-gpu-plugin) | The Intel GPU plugin facilitates offloading the processing of computation intensive workloads to GPU hardware |
+| [jackett](stable/jackett) | API Support for your favorite torrent trackers |
+| [jellyfin](stable/jellyfin) | Jellyfin is a Free Software Media System |
+| [jetbrains-projector](stable/jetbrains-projector) | Projector is a technology to run and access JetBrains IDEs remotely |
+| [joplin-server](stable/joplin-server) | This server allows you to sync any Joplin client |
+| [kanboard](stable/kanboard) | Kanboard is a free and open source Kanban project management software. |
+| [lazylibrarian](stable/lazylibrarian) | A Helm chart for deploying LazyLibrarian |
+| [leaf2mqtt](stable/leaf2mqtt) | Nissan Leaf connected services to MQTT adapter |
+| [librespeed](stable/librespeed) | Librespeed is a HTML5 webpage to test upload and download speeds |
+| [lidarr](stable/lidarr) | Looks and smells like Sonarr but made for music |
+| [lychee](stable/lychee) | Lychee is a free photo-management tool, which runs on your server or web-space |
+| [magic-mirror](stable/magic-mirror) | magic-mirror helm package |
+| [mealie](stable/mealie) | Mealie is a self hosted recipe manager and meal planner with a RestAPI backend and a reactive frontend application built in Vue for a pleasant user experience for the whole family. |
+| [miniflux](stable/miniflux) | Miniflux is a minimalist and opinionated feed reader. |
+| [modem-stats](stable/modem-stats) | periodic cable modem data collection and save the results to InfluxDB |
+| [monica](stable/monica) | A Personal Relationship Management tool to help you organize your social life |
+| [mosquitto](stable/mosquitto) | Eclipse Mosquitto - An open source MQTT broker |
+| [multus](stable/multus) | multus CNI allows multiple NICs per pod |
+| [mylar](stable/mylar) | Mylar is the automated Comic Book downloader (cbr/cbz) for use with various download clients. |
+| [navidrome](stable/navidrome) | Navidrome is an open source web-based music collection server and streamer |
+| [neolink](stable/neolink) | Neolink - RTSP bridge to Reolink IP cameras |
+| [network-ups-tools](stable/network-ups-tools) | Network UPS Tools is a collection of programs which provide a common interface for monitoring and administering UPS, PDU and SCD hardware. |
+| [node-red](stable/node-red) | Node-RED is low-code programming for event-driven applications |
+| [nzbget](stable/nzbget) | NZBGet is a Usenet downloader client |
+| [nzbhydra2](stable/nzbhydra2) | Usenet meta search |
+| [oauth2-proxy](stable/oauth2-proxy) | A reverse proxy that provides authentication with Google, Github or other providers |
+| [octoprint](stable/octoprint) | OctoPrint is the snappy web interface for your 3D printer |
+| [omada-controller](stable/omada-controller) | Omada enables the network administrators to monitor and manage all the Omada products in the network with a centralized management platform. |
+| [ombi](stable/ombi) | Want a Movie or TV Show on Plex or Emby? Use Ombi! |
+| [openemr](stable/openemr) | OpenEMR is the most popular open source electronic health records and medical practice management solution. |
+| [organizr](stable/organizr) | HTPC/Homelab Services Organizer |
+| [overseerr](stable/overseerr) | Overseerr is a free and open source software application for managing requests for your media library. It integrates with your existing services such as Sonarr, Radarr and Plex! |
+| [owncast](stable/owncast) | Take control over your live stream video by running it yourself. Streaming + chat out of the box. |
+| [paperless](stable/paperless) | Paperless - Index and archive all of your scanned paper documents |
+| [photoprism](stable/photoprism) | PhotoPrism® is a server-based application for browsing, organizing and sharing your personal photo collection |
+| [piaware](stable/piaware) | Program for forwarding ADS-B data to FlightAware |
+| [plex](stable/plex) | Plex Media Server |
+| [pod-gateway](stable/pod-gateway) | Admision controller to change the default gateway and DNS server of PODs |
+| [powerdns](stable/powerdns) | PowerDNS is a DNS server, written in C++ and licensed under the GPL. It runs on most Unix derivatives. PowerDNS features a large number of different backends ranging from simple BIND style zonefiles to relational databases and load balancing/failover algorithms. A DNS recursor is provided as a separate program. |
+| [pretend-youre-xyzzy](stable/pretend-youre-xyzzy) | pretend-youre-xyzzy, a cards against humanity clone |
+| [promcord](stable/promcord) | Discord bot that provides metrics from a Discord server |
+| [prometheus-nut-exporter](stable/prometheus-nut-exporter) | Prometheus NUT Exporter a service monitor to send NUT server metrics to a Prometheus instance. |
+| [protonmail-bridge](stable/protonmail-bridge) | Container for protonmail bridge to work on the network. |
+| [prowlarr](stable/prowlarr) | Indexer manager/proxy built on the popular arr net base stack to integrate with your various PVR apps. |
+| [pyload](stable/pyload) | pyLoad is a Free and Open Source download manager written in Python and designed to be extremely lightweight, easily extensible and fully manageable via web. |
+| [qbittorrent](stable/qbittorrent) | qBittorrent is a cross-platform free and open-source BitTorrent client |
+| [radarr](stable/radarr) | A fork of Sonarr to work with movies à la Couchpotato |
+| [readarr](stable/readarr) | A fork of Radarr to work with Books & AudioBooks |
+| [recipes](stable/recipes) | Recipes is a Django application to manage, tag and search recipes using either built in models or external storage providers hosting PDF's, Images or other files. |
+| [reg](stable/reg) | Docker registry v2 command line client and repo listing generator with security checks. |
+| [resilio-sync](stable/resilio-sync) | Resilio Sync is a fast, reliable, and simple file sync and share solution, powered by P2P technology |
+| [rtorrent-flood](stable/rtorrent-flood) | rTorrent is a stable, high-performance and low resource consumption BitTorrent client. |
+| [sabnzbd](stable/sabnzbd) | Free and easy binary newsreader |
+| [samba](stable/samba) | A simple in-cluster Samba server |
+| [searx](stable/searx) | Searx is a privacy-respecting, hackable metasearch engine |
+| [ser2sock](stable/ser2sock) | Serial to Socket Redirector |
+| [sharry](stable/sharry) | Sharry allows to share files with others in a simple way. It is a self-hosted web application. The basic concept is to upload files and get a url back that can then be shared. |
+| [shlink](stable/shlink) | A self-hosted and PHP-based URL shortener application with CLI and REST interfaces |
+| [smarter-device-manager](stable/smarter-device-manager) | Manage hardware resource allocation without a need for privileged containers |
+| [sonarr](stable/sonarr) | Smart PVR for newsgroup and bittorrent users |
+| [speedtest-exporter](stable/speedtest-exporter) | Speedtest Exporter made in python using the official speedtest bin |
+| [stash](stable/stash) | An organizer for your porn, written in Go |
+| [statping](stable/statping) | Status page for monitoring your websites and applications |
+| [syncthing](stable/syncthing) | Open Source Continuous File Synchronization |
+| [tautulli](stable/tautulli) | A Python based monitoring and tracking tool for Plex Media Server |
+| [tdarr](stable/tdarr) | Tdarr is a self hosted web-app for automating media library transcode/remux management and making sure your files are exactly how you need them to be in terms of codecs/streams/containers etc. |
+| [teedy](stable/teedy) | Teedy is an open source, lightweight document management system for individuals and businesses. |
+| [teslamate](stable/teslamate) | A self-hosted data logger for your Tesla 🚘 |
+| [thelounge](stable/thelounge) | The Lounge, modern web IRC client designed for self-hosting |
+| [traccar](stable/traccar) | Traccar is an open source GPS tracking system. |
+| [traefik-forward-auth](stable/traefik-forward-auth) | A minimal forward authentication service that provides OAuth/SSO login and authentication for the traefik reverse proxy/load balancer |
+| [transmission](stable/transmission) | Transmission is a cross-platform BitTorrent client |
+| [truecommand](stable/truecommand) | Central Management of TrueNAS storage systems |
+| [tt-rss](stable/tt-rss) | Tiny Tiny RSS is a free and open source web-based news feed (RSS/Atom) reader and aggregator |
+| [tvheadend](stable/tvheadend) | TVheadend - a TV streaming server and digital video recorder |
+| [unifi-poller](stable/unifi-poller) | Collect ALL UniFi Controller, Site, Device & Client Data - Export to InfluxDB or Prometheus |
+| [unifi](stable/unifi) | Ubiquiti Network's Unifi Controller |
+| [unpackerr](stable/unpackerr) | This application runs as a daemon on your download host. It checks for completed downloads and extracts them so Radarr, Lidarr, Sonarr, and Readarr may import them. |
+| [uptimerobot-prometheus](stable/uptimerobot-prometheus) | Prometheus Exporter for the official uptimerobot CLI |
+| [uptimerobot](stable/uptimerobot) | A tool to get statistics from Uptime Robot and log it into InfluxDB |
+| [valheim](stable/valheim) | Valheim dedicated gameserver with automatic update and world backup support |
+| [vaultwarden](stable/vaultwarden) | Vaultwarden is a Bitwarden compatable server in Rust |
+| [vikunja](stable/vikunja) | The to-do app to organize your life |
+| [wallabag](stable/wallabag) | A self hostable application for saving web pages, freely. |
+| [whoogle](stable/whoogle) | A self-hosted, ad-free, privacy-respecting metasearch engine |
+| [wikijs](stable/wikijs) | Make documentation a joy to write using Wiki.js's beautiful and intuitive interface! |
+| [xbackbone](stable/xbackbone) | XBackBone is a simple, self-hosted, lightweight PHP file manager that support the instant sharing tool ShareX and *NIX systems. It supports uploading and displaying images, GIF, video, code, formatted text, and file downloading and uploading. Also have a web UI with multi user management, past uploads history and search support. |
+| [xteve](stable/xteve) | M3U Proxy for Plex DVR and Emby Live TV. |
+| [youtubedl-material](stable/youtubedl-material) | Self-hosted YouTube downloader built on Material Design |
+| [zalando-postgres-cluster](stable/zalando-postgres-cluster) | Creates a postgres cluster using the Zalando Postgres operator and local storage |
+| [zigbee2mqtt](stable/zigbee2mqtt) | Bridges events and allows you to control your Zigbee devices via MQTT |
+| [zwave2mqtt](stable/zwave2mqtt) | Fully configurable Zwave to MQTT gateway and Control Panel using NodeJS and Vue |
+| [zwavejs2mqtt](stable/zwavejs2mqtt) | Fully configurable Zwave to MQTT Gateway and Control Panel |
+### Incubator charts:
+| Chart | Description |
+| ----- | ----------- |
diff --git a/hack/gen-chart-summary.sh b/hack/gen-chart-summary.sh
new file mode 100755
index 00000000..91d5d5f6
--- /dev/null
+++ b/hack/gen-chart-summary.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+set -e
+
+# require yq
+command -v yq >/dev/null 2>&1 || {
+    echo >&2 "yq (https://github.com/mikefarah/yq) is not installed. Aborting."
+    exit 1
+}
+
+# Absolute path of repository
+repository=$(git rev-parse --show-toplevel)
+charts_folder="${repository}/charts"
+charts_summary_file="${charts_folder}"/README.md
+
+# Gather all charts using the common library, excluding common-test
+incubator_charts=$(find "${charts_folder}/incubator" -name "Chart.yaml" | sort)
+stable_charts=$(find "${charts_folder}/stable" -name "Chart.yaml" | sort)
+
+echo "# Helm charts overview" > "${charts_summary_file}"
+
+echo "### Stable charts:" >> "${charts_summary_file}"
+echo "| Chart | Description |" >> "${charts_summary_file}"
+echo "| ----- | ----------- |" >> "${charts_summary_file}"
+for i in ${stable_charts[@]}
+do
+    chart_data=($(yq eval '.name, .description' "$i"))
+    chart_name="${chart_data[0]}"
+    chart_description="${chart_data[@]:1}"
+    echo "| [${chart_name}](stable/${chart_name}) | ${chart_description} |" >> "${charts_summary_file}"
+done
+
+echo "### Incubator charts:" >> "${charts_summary_file}"
+echo "| Chart | Description |" >> "${charts_summary_file}"
+echo "| ----- | ----------- |" >> "${charts_summary_file}"
+for i in ${incubator_charts[@]}
+do
+    chart_data=($(yq eval '.name, .description' "$i"))
+    chart_name="${chart_data[0]}"
+    chart_description="${chart_data[@]:1}"
+    echo "| [${chart_name}](incubator/${chart_name}) | ${chart_description} |" >> "${charts_summary_file}"
+done