STACKFOR

StackFor self-hosted automation

Provisional seed stack, low confidence, not hands-on tested. Affiliate status was not an input.

The workflows run on a machine you control, with a model you can swap.

BuilderAgent fanAdvancedProvisional scores

STACK SCORE

Mean of the role winners, compatibility +4. Separate from each tool score.

Provisional seed scores. Method seed-v0-provisional, confidence low, not hands-on tested. The band around a number is a ±8 display label, not a measured interval. Ordering uses the point estimate.

We may earn a commission if a tracking link is connected and you buy through it. It never changes ranks. In this v1 seed, tracking URLs are empty, so “Open site” goes to the vendor. Sponsorship rules.

Recommended stack

Run the automation engine on your own server, with a database and backups.

Example compatibility note, not a measured integration test. Coolify one-clicks n8n, Activepieces, and Windmill onto a Hetzner or DigitalOcean VM.

ROLE

Automation

Glue to the rest of the business.

Recommended

n8n

Community Edition self-host, huge node library.

New toolShipped this weekRising

78–94 · low confidence

Activepieces82
MIT license, MCP pieces.
Windmill80
Code-first scripts and flows.

ROLE

Self-host target

Where it runs if you leave the SaaS.

Recommended

Coolify

Self-hosted PaaS that installs these apps.

76–92 · low confidence

Railway81
Managed containers if you skip the VM.

ROLE

VPS / cloud

A machine, if a PaaS is the wrong shape.

Recommended

DigitalOcean

Friendlier docs and managed DB.

New tool

70–86 · low confidence

Hetzner78
Cheapest solid VMs.

ROLE

Database

Managed data, separate from the app host.

Recommended

Supabase

Managed Postgres if not on the VM.

New tool

76–92 · low confidence

Neon81
Serverless Postgres.

Ranked tools

Sorted by StackFor Score only. A tool can appear twice when it fills two roles. Affiliate programs are not on this list.

#1
n8n
Automation · role rank 1
New toolShipped this weekRising
86
78–94 · low confidence
Community Edition self-host, huge node library.
Goal fit25%
92
Output quality20%
82
Ease for vibe coders15%
74
Pricing and free tier15%
88
Integrations and API10%
90
Momentum10%
86
Community sentiment5%
84
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open n8n
#2
Coolify
Self-host target · role rank 1
84
76–92 · low confidence
Self-hosted PaaS that installs these apps.
Goal fit25%
88
Output quality20%
80
Ease for vibe coders15%
74
Pricing and free tier15%
96
Integrations and API10%
72
Momentum10%
86
Community sentiment5%
84
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Coolify
#3
Supabase
Database · role rank 1
New tool
84
76–92 · low confidence
Managed Postgres if not on the VM.
Goal fit25%
80
Output quality20%
84
Ease for vibe coders15%
86
Pricing and free tier15%
82
Integrations and API10%
90
Momentum10%
86
Community sentiment5%
84
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Supabase
#4
Activepieces
Automation · role rank 2
82
74–90 · low confidence
MIT license, MCP pieces.
Goal fit25%
84
Output quality20%
76
Ease for vibe coders15%
82
Pricing and free tier15%
90
Integrations and API10%
76
Momentum10%
82
Community sentiment5%
76
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Activepieces
#5
Neon
Database · role rank 2
New tool
81
73–89 · low confidence
Serverless Postgres.
Goal fit25%
80
Output quality20%
82
Ease for vibe coders15%
80
Pricing and free tier15%
84
Integrations and API10%
78
Momentum10%
80
Community sentiment5%
76
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Neon
#6
Railway
Self-host target · role rank 2
New tool
81
73–89 · low confidence
Managed containers if you skip the VM.
Goal fit25%
82
Output quality20%
82
Ease for vibe coders15%
86
Pricing and free tier15%
76
Integrations and API10%
80
Momentum10%
82
Community sentiment5%
78
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Railway
#7
Windmill
Automation · role rank 3
80
72–88 · low confidence
Code-first scripts and flows.
Goal fit25%
82
Output quality20%
84
Ease for vibe coders15%
64
Pricing and free tier15%
90
Integrations and API10%
78
Momentum10%
80
Community sentiment5%
80
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Windmill
#8
DigitalOcean
VPS / cloud · role rank 1
New tool
78
70–86 · low confidence
Friendlier docs and managed DB.
Goal fit25%
84
Output quality20%
80
Ease for vibe coders15%
70
Pricing and free tier15%
78
Integrations and API10%
84
Momentum10%
64
Community sentiment5%
74
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open DigitalOcean
#9
Hetzner
VPS / cloud · role rank 2
New tool
78
70–86 · low confidence
Cheapest solid VMs.
Goal fit25%
88
Output quality20%
80
Ease for vibe coders15%
56
Pricing and free tier15%
92
Integrations and API10%
70
Momentum10%
64
Community sentiment5%
78
No cited evidence stored. seed-v0-provisional. Not hands-on tested.
Open Hetzner

Draft feature checklist

Goal fit is scored against these must-haves. The list is a draft rubric, not a test log.

Automation

Self-host license
AI nodes
Queue mode

Self-host target

One-click deploy
TLS
Backups

VPS / cloud

Cheap reliable VM

Database

Postgres for the engine

Questions

Are these scores from hands-on tests?

No. Every score on this page is a provisional seed estimate with low confidence. The band around the number is a display convention, not a measured interval.

Can a paid listing change who is recommended?

No. Affiliate programs and sponsored cards are not inputs. A sponsored card, when one exists, is labeled and sits outside the ranking.

NEWSLETTER

The weekly AI stack drop

New tools worth your time, by use case. One email a week. A sponsor, when there is one, is labeled.