V0.1.0 BETA · INFRASTRUCTURE RUNTIME FOR AI AGENTS

Your agent chooses the stack.
Smoooth makes it work.

Deploy and operate stateful applications on infrastructure you control.

Smoooth connects Claude Code, Cursor, and Windsurf directly to your Linux VPS over MCP — provisioning Docker containers, persistent databases, and secure networks on demand.

Install on Linux

Smoooth Runtime — Local Daemon v0.1.0

Deploy my web app with PostgreSQL and Redis on port 8000.

Analyzing DAG dependencies & security scopes...

I've verified the project topology and deployed your stack to your local VPS over MCP:

PostgreSQL 16 — Persistent volume mounted at /var/lib/smoooth/volumes/pgdata. Port 5432 bound with isolated bearer credentials.

Redis 7 — In-memory caching layer active with AOF persistence enabled. Port 6379 allocated.

Web Application — Container started and healthy on http://localhost:8000.

✓ All health checks passed. 2-phase transactional rollback checkpoint active.

Ask your agent to provision, inspect, or deploy...

Workspace Write

Claude Code / Cursor MCP

Autonomous runtime.
Infrastructure you control.

Stateful Database Adapters

Provision PostgreSQL, Redis, MongoDB, and SQLite with automated volume retention, health verification, and clean rollbacks. Zero cloud markups.

Smoooth stateful adapters and volume manager and the Add plugin action

Scoped Security & Least Privilege

Never grant an AI agent an unrestricted root shell. Enforce 256-bit cryptographic bearer tokens with granular role-based permissions (read_only, plan, deploy, admin).

Transactional 2-Phase DAG Deployments

Every deployment validates an execution plan before provisioning. If a container fails health checks, Smoooth rolls back automatically to the last healthy state.

Every Friday at 17:00 Beijing time, summarize this week's project notes in a weekly report.

Deep diving...Worked

Create reminderSummarize this week's project notes in a weekly report.Weekly project report

INschedule_create

{
  "prompt": "Summarize this week's project notes in a weekly report.",
  "title": "Weekly project report",
  "weekly": {"time":"17:00:00","time_zone":"Asia/Shanghai","weekdays":[5]}
}

Weekly project report

Scheduled for
Repeat: Weekly on Fri at 17:00 (Asia/Shanghai)
Status: Scheduled

Production rollback checkpoint saved. Zero downtime traffic switchover confirmed.

Weekly project reportWeekly on Fri at 17:00 (UTC+08:00 · China Standard Time)Open

Execution Audit Stream

Inspect topological DAG steps, container log streams, and environment health probes directly from your agent conversation or terminal.

Smoooth 2-phase transactional deployment trajectory view, tool calls, and execution details

From VPS to Agent-Operated

1. Install Daemon

Run the idempotent installer on Ubuntu 24.04 or Debian 12. Sets up sandboxed systemd daemon and Docker bridge.

$ curl -fsSL https://smoooth.dev/install.sh | bash

2. Pair Coding Agent

Pair Claude Code, Cursor, or Windsurf directly over local loopback using your 256-bit scoped bearer token.

$ git clone https://github.com/itsraeyyy/Smoooth

Moving from Coolify
or Docker Compose.

Migrate production stacks in seconds with zero downtime, automatic database volume safeguards, and over 1.3 GB of RAM instantly reclaimed on your VPS.

Scenario // Solo SaaS & Indie Founders

Eliminate OOM build crashes on $5/mo VPS nodes

Coolify consumes 1.4 GB RAM just idling with PHP, Laravel Horizon, and internal daemons. When Next.js builds trigger on a 2 GB VPS, the Linux kernel terminates your Postgres database.

1.35 GB RAM Reclaimed: Smoooth idles at under 28 MB.

Volume Lock: Automatic pgdata retention prevents data loss.

Zero-Downtime TLS: Embedded Caddy with sub-second ACME.

View complete Indie Hacker playbook →

terminal — smoooth migrate coolify bash

# 1. Preview detected Coolify Next.js + Postgres stack

$ smoooth migrate coolify /data/coolify/services/saas-prod

✓ Detected Coolify Service: Next.js 15 App + Postgres 16 + Redis

• Target Ingress: https://app.indiesaas.com (auto Caddy route)

• Volume: /var/lib/postgresql/data → is_persistent: true [LOCKED]

# 2. Apply transactional migration

$ smoooth migrate coolify /data/coolify/services/saas-prod --apply

✓ PostgreSQL 16 ready (port 5432 healthy)

✓ Redis 7 ready (in-memory caching layer active)

✓ Next.js 15 container healthy (HTTP 200 on /)

✓ Ingress route cutover successful. Reclaimed 1,380 MB RAM.

Technical Architecture & Efficiency Comparison

Verified on Ubuntu 24.04 LTS (x86_64, 2 vCPU, 4GB RAM).

Dimension	Coolify v4	Smoooth Runtime
Idle Memory Overhead	1,200 – 1,800 MB RAM	< 28 MB RAM (98% reduction)
AI Agent Native Access	None (Web dashboard only)	Native Model Context Protocol (MCP)
Reverse Proxy & TLS	Traefik (label parsing, file race risks)	Embedded Caddy (sub-ms route reload)
Stateful Volume Safeguards	Generic Docker volumes	Dedicated Database Adapters + Volume Locks
Zero-Downtime Host Adoption	Requires container restart	Live Container Scanner (in-flight adoption)

Take Control of Your Infrastructure

Smoooth is in Developer Beta (v0.1.0). Give your AI coding agents safe, structured tools to manage Docker containers, persistent databases, and local loopback networking with zero cloud markups.

View on GitHub Developer docs Architecture Spec Security Model

Your agent chooses the stack.
Smoooth makes it work.