Final decision: actualbudget dropped and WordPress site count settled at 2 (not 4) specifically to restore real headroom after dedicated- per-site MariaDB made the 4-site case tight. ~1.09GB headroom (~27%) now, back in the ideal 25-30% range. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TBtExJcqxnokyZZKmphdug
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VPS sizing & recommended services
Reference notes from sizing this repo's services against real VPS plans. Not project documentation for contributors — a planning record for picking services against a given vCPU/RAM/disk budget.
How to size a VPS for this repo's services
For this class of self-hosted workload (web apps, a PBX, a few Docker containers — no video transcoding, no ML inference), RAM is almost always the binding constraint, not CPU or disk. CPU only matters once something is transcoding video, mixing many conference audio streams, or running local AI inference — none of which apply to most services in this repo. Disk only matters once local media storage is involved.
Rough per-service RAM budget, idle:
| Kind of service | ~RAM |
|---|---|
| OS + Docker daemon baseline | 300-500MB |
| JVM apps (Traccar, UniFi) | 350-500MB |
| App with its own Postgres/MariaDB (Mattermost, Nextcloud, Immich) | +150-250MB for the DB alone, on top of the app |
| Lightweight single-binary apps (Go/Rust — ntfy, vaultwarden, wg-easy, homebox, actualbudget, syncthing, portainer, coturn) | 20-150MB each |
| Headless-Chrome-backed apps (archivebox, changedetection's JS mode) | 300-500MB+ |
Rules of thumb:
- Keep at least 25-30% of total RAM free at idle for burst load (image pulls, log bursts, concurrent call/session spikes).
- A swapfile is cheap insurance and is now a default for every install,
not just Asterisk droplets —
base.shcallslib/common.sh'sensure_swapfile()unconditionally, which offers a 2GB swapfile any time RAM is ≤4096MB and none exists yet (services/asterisk.shalso calls it directly for the standalone-run case, so it's covered either way). - Sharing one
coturninstance (services/coturn.sh) instead of letting each WebRTC-capable service (Asterisk, Mattermost) embed its own saves a container per consumer and — more importantly — avoids relay-port collisions between them.
Tier 1 — ~1 vCPU / 1GB RAM / 25GB SSD
Example: DigitalOcean Basic, $6/mo.
This is tight enough that Docker's own daemon overhead is already a meaningful fraction of the box. Pick one purpose, not a stack:
- Option A — Asterisk only. Asterisk + the shared coturn service fits
comfortably per this repo's own droplet-sizing notes (
services/asterisk.shREADME section) — a swapfile is added automatically (RAM ≤4GB, see above), and this plan is "fine for a couple of extensions and light personal use." - Option B — a lightweight utility box. Caddy + CrowdSec + NetBird
(all near-zero RAM) plus at most one or two of the smallest apps (
ntfy,vaultwarden,wg-easy) — total comfortably under 500MB.
Avoid on this tier: anything with its own database (Mattermost, Traccar, Nextcloud), more than one substantial app, media/AI/gaming services. There's no headroom for a second heavy thing once the first one is running.
Tier 2 — 4 vCores / 4GB RAM / 120GB NVMe
Example: IONOS VPS M+, $11/mo. This is the tier actually planned out in detail — see the recap below.
What I was planning for the IONOS 4 vCPU / 4GB / 120GB box
Reconstructed from the sizing conversation, in the order decisions were made:
Core stack (the original ask):
caddy— reverse proxy / HTTPScrowdsec— intrusion preventionasterisk— PBX, using the sharedcoturnservice (not embedded)mattermost× 2 — genuinely isolated instances (separate dir/containers/DB per instance), both sharing the onecoturnservice — this required merging PR #265 (claude/droplet-capacity-assessment-s2voix), which extractedcoturnintoservices/coturn.shand added real multi-instance support toservices/mattermost.sh; merged intomainat commit6151edetraccar— GPS tracking
Validated call load: up to 9 concurrent Asterisk calls, at most 1 Mattermost call at a time, 0 screen share. Comfortably within budget — no transcoding/conferencing/heavy-video load in this profile, so CPU has large margin and RAM sits around 2.0-2.7GB idle with the core stack alone.
Utility adds, agreed:
ntfy,wg-easy,homebox,mealie
Explicitly declined: vaultwarden, portainer, syncthing, actualbudget
(dropped to make room for WordPress — see below)
Remote / cross-VLAN access: NetBird — hosted control plane (not
self-hosted), client-only, with its embedded SSH server enabled
(--allow-server-ssh, JWT/OIDC-based user auth, no user SSH keypair to
manage). Already implemented in services/base.sh (_base_setup_netbird())
as part of every box's base install — nothing further to build for this.
Chosen over self-hosting a WireGuard mesh once it was clear that (a) a
hub-routed WireGuard design makes the VPS a single point of failure for
inter-peer connectivity specifically, not just VPS access, and (b) a
different person ever needing access means hand-editing authorized_keys
on every box instead of revoking centrally — NetBird's actual value here is
solving both, not just being "zero-config."
wg-easy's role, narrowed: kept in the utility-add list, but as a
local-VLAN WireGuard testing ground, not the primary remote-access path
— that's NetBird's job. The hub-routed peer mesh (WG_ALLOWED_IPS=0.0.0.0/0
by default, so any two enrolled peers already reach each other through the
VPS with no per-pair config) plus a sync-ssh-aliases.sh companion script
(reads peers straight off the live WireGuard interface via wg show,
generates ~/.ssh/config Host aliases) is already built and pushed
(claude/vps-capacity-assessment-r57vw3, commit 4a0ec63).
Confirmed: audiobookshelf on the VPS with HTTPS via Caddy, but
pointing it at a home-hosted library over a VPN tunnel (NetBird or wg-easy,
whichever link reaches that box) instead of storing audiobooks locally —
services/audiobookshelf.sh already just bind-mounts a host path, so this
means mounting a network share from that tunnel at the mount point instead
of a local directory. Avoids the disk/CPU tradeoffs of a local media
library; real bandwidth depends on home upload speed, which wasn't checked.
Music: emby, music-only — not lyrion. lyrion (LMS/Squeezebox) was
floated first since it's a purpose-built, well-regarded music server, but
ruled out for two protocol-level reasons neither Caddy nor Authelia can
paper over: its own web-UI auth is one shared server-wide password (no
per-user accounts), and its player protocol (SlimProto, port 3483) is raw
TCP with no authentication of its own, so Authelia's HTTP-only
forward_auth can't gate it at all. emby (already registered in this
repo, media category) solves both — real per-user accounts with
per-library access restriction, and every client protocol it uses is HTTP,
so Caddy fronts all of it cleanly. services/emby.sh now has a music-only
mode (prompts for this, defaults the folder to ~/music, and the generated
README walks through adding only a Music library plus the
Dashboard → Users → Access per-user restriction steps in Emby's own setup
wizard). Tradeoff accepted knowingly: Emby is a generalist media server, not
a purpose-built one — it lacks LMS's music-specific depth (its lyrics
fetching, its many audio-focused plugins). Since there's no hardware
Squeezebox tie-in to preserve, that tradeoff was fine to make.
Emby subsequently dropped from the near-term plan — traded off for
WordPress capacity (below) rather than run alongside it. services/emby.sh's
music-only mode is still there and ready whenever there's headroom for it
again; it just isn't part of the current baseline.
WordPress — confirmed, 2 sites (settled), light traffic, ecommerce-capable.
services/wordpress.sh (new): multi-site from the start, every site named,
each with its own dedicated MariaDB container (same pattern as
services/nextcloud.sh) — not a shared instance. Started as a shared-MariaDB
design (same resource-sharing idea as coturn) but switched to dedicated
per-site after weighing it against backup/restore: Kopia's generic backup
(services/backup.sh) stops a service's container to snapshot it, so a
shared instance would back up — and would have to be restored — as one unit
covering every site at once, not one site independently. Dedicated per-site
costs more RAM (a full MariaDB container each, ~100-150MB, instead of one
instance amortized across sites) in exchange for real isolation: each
site's database backs up and restores completely independently. Separate
databases were always required regardless of which model — WordPress's
schema uses generic table names (wp_posts, wp_options, etc.), so two
installs sharing one database with the same table prefix would collide —
the shared-vs-dedicated choice was only ever about the container/process,
never about the data being mixed. wp-cli automates the initial install
(title, admin account) so there's no per-site browser setup wizard, and PHP
limits are pre-tuned (256M memory, 64M uploads) for WooCommerce
specifically since "possible ecommerce" was part of the ask.
Explicitly out of scope for this box (wrong fit, not "can't run"):
- Local media servers storing media on the VPS (
jellyfin,immich,lyrion, andemby/audiobookshelfwithout the home-library-over-VPN approach used above) — disk-hungry, and transcoding CPU load risks contending with active calls. - AI stacks (
ai-stack,ai-gpu,iopaint,paintplus) — need real VRAM/RAM most VPS plans don't have. - Gaming (
minecraft,wolf,wolf-pair,sunshine,kyber-*) — CPU/RAM heavy; cloud-gaming ones need GPU passthrough. - Cameras/NVR (
frigate*,sky-cam) — needs real camera feeds; doesn't make sense geographically on a VPS. nextcloud+onlyoffice— the combined PHP+DB+office-suite stack alone would likely eat most of the remaining headroom.unifi— only worth ~300-500MB of Java if actually managing Ubiquiti gear from this box.- SSH
ProxyJump/bastion-hop chaining for reaching genuinely isolated (CGNAT, no local peer) boxes — a good idea in principle, parked for later since NetBird already covers the current need.
Final RAM budget for the IONOS box (settled baseline, no Emby, no actualbudget, idle)
| Service | ~RAM |
|---|---|
| OS + Docker baseline | ~400MB |
| Caddy | ~30MB |
| CrowdSec | ~150MB |
| coturn (shared) | ~40MB |
| Asterisk | ~100MB |
| Mattermost × 2 (app+Postgres each) | ~1200MB |
| Traccar (JVM) | ~425MB |
| NetBird client | ~35MB |
| ntfy, mealie | ~225MB combined |
| WordPress × 2 sites (app ~80MB + dedicated MariaDB ~120MB each) | ~400MB |
| Total | ~3.00GB |
Leaves roughly ~1.09GB headroom (~27%) out of 4GB — back into the ideal
25-30% range, between dropping actualbudget (~115MB) and settling on 2
sites instead of 4 (dedicated-per-site MariaDB's cost scales with site
count, so this was the single biggest lever). With the swapfile now
automatic (ensure_swapfile, see above) there's real insurance on top of
that margin, not instead of it. wg-easy,
homebox, and audiobookshelf from earlier in this doc aren't included in
this specific table — add them back in at ~25MB, ~125MB, and ~200MB
respectively if/when they're actually deployed alongside this baseline.
Deploy incrementally and check free -h / docker stats against this table
rather than trusting it blindly — each line carries real estimate
uncertainty, and they're stacked
close enough to the ceiling that it's worth confirming. If real usage runs
higher than estimated, the two Mattermost instances (~1.2GB combined) are
the single biggest lever to reconsider.