# Deploy apps and agents. Stay in control.

> Ship the site or app you built with Claude Code or Codex from one sentence in the chat: pre-release checks and a preview for every version. Free plan.

Web page: https://agentlab.cresclab.com/en/deploy  
繁體中文 (Markdown): https://agentlab.cresclab.com/deploy.md

Agent Lab Deploy

Ship the site or app you built with Claude Code or Codex from one sentence in the chat, on Google Cloud in Taiwan.

[Start deploying free](https://app.agentlab.cresclab.com/?lang=en&intent=deploy) [See pricing](https://agentlab.cresclab.com/en/deploy#pricing)

- Free plan to start
- Preview every release
- Leaked keys caught before going live

Already hosted somewhere else? [Read the migration guide, no downtime →](https://agentlab.cresclab.com/en/deploy/migrate)

Release 3 of quote-calculator, deployed from Claude Code: the build is done, secret and sensitive-file checks passed, the preview URL is ready, and it is live at its production address.

From prototype to production

## Build. Check. Preview. Release.

1. ### Build
   Finish it in Claude Code or Codex.
2. ### Check
   Say "deploy this"; it builds and checks for leaked keys.
3. ### Preview
   Every release gets a preview URL.
4. ### Release
   Once the checks pass, it goes live at your address.

Connect once, then deploy from chat `https://mcp.agentlab.cresclab.com/mcp`

```
claude mcp add --transport http agentlab-<your-org> https://mcp.agentlab.cresclab.com/mcp
```

[Codex and other MCP clients →](https://agentlab.cresclab.com/en/mcp)

Setup for your AI tool: [Claude Code](https://agentlab.cresclab.com/en/deploy/claude-code) [Codex](https://agentlab.cresclab.com/en/deploy/codex) [Cursor](https://agentlab.cresclab.com/en/deploy/cursor) [VS Code (GitHub Copilot)](https://agentlab.cresclab.com/en/deploy/vs-code) [Windsurf](https://agentlab.cresclab.com/en/deploy/windsurf) [Gemini CLI](https://agentlab.cresclab.com/en/deploy/gemini-cli) [Agent Lab CLI](https://agentlab.cresclab.com/en/deploy/cli)

Built in an app builder: [Lovable](https://agentlab.cresclab.com/en/deploy/lovable) [Bolt.new](https://agentlab.cresclab.com/en/deploy/bolt) [v0](https://agentlab.cresclab.com/en/deploy/v0)

Deploy by framework: [Next.js, Nuxt, SvelteKit and 20 more →](https://agentlab.cresclab.com/en/deploy/guides)

How it fits together

## Three ways in. One workspace.

Code comes in from

**An MCP chat**

Say “deploy this” in your AI tool.

**A GitHub push**

With auto-deploy on, every push goes live.

**A direct upload**

Upload a folder or zip; it gets built.

**Every release is checked first**

- API keys
- No .env / .git
- Image vulnerabilities
- AI preflight scan (paid plans)

Your workspace access, usage and audit live here

- **Sites** Static sites and front-end frameworks
- **Apps & agent services** Docker, APIs, webhooks, MCP servers
- **PostgreSQL · MySQL** Dedicated Cloud SQL
- **Redis cache** Once enabled for your workspace
- **Scheduled jobs** With run history
- **Secrets** Never in your code
- [**Domains & HTTPS →** Buy one here or bring your own; automatic certificates](https://agentlab.cresclab.com/en/domains)
- **Preview per release** Go live in one step

- Google Cloud, Taiwan
- Each app in its own sandbox
- Databases private by default, SSL only

Common tools, set up in one sentence: [n8n](https://agentlab.cresclab.com/en/deploy/n8n) [Dify](https://agentlab.cresclab.com/en/deploy/dify) [Open WebUI](https://agentlab.cresclab.com/en/deploy/open-webui) [LINE Bot](https://agentlab.cresclab.com/en/deploy/line-bot) [MCP server](https://agentlab.cresclab.com/en/deploy/mcp-server)

What you can deploy

## One workspace for what you build.

### [Website](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

Landing pages, brand sites and campaign pages, live at a URL.

### [App](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

SaaS and portals with a frontend, API and PostgreSQL.

### [Agent service](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

MCP servers, LINE bots, webhooks and agent APIs. Always on.

### [Internal tool](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

Dashboards and internal systems, private when needed.

Pre-deployment checks

## A release gate before production.

### Leaked API keys stopped

API keys and credentials are blocked; paid plans add an AI scan.

### Sensitive folders stay out

A bundled .env, .git or node_modules rejects the deploy.

### Container image scanning

Images are scanned for vulnerable packages; findings never go live alone.

Run it after launch

## Deployment is the start. Operations keep it running.

### Test apart from production

Team adds staging branches with separate secrets; Pro has production only.

### Scheduled & background workloads

Scheduled HTTP calls with run history and retries, up to 30 minutes each.

### See runtime activity and usage

Trace failures and spending in logs and usage; Pro keeps 7 days.

Deploy pricing

## From a free static site to a production service

Per organization; members who only use AI agents don't count. Paid plans include monthly usage credit, then bill as you go.

### Free

Get your first project running

$0

Free forever; a card on file for backends, never charged

Pauses at a limit until the quota resets; never charged

- **1 S app** (sleeps after 15 idle minutes)
- 1 S database (stops after 7 idle days), 3 static websites
- 100 build minutes and 5 GB of traffic a month
- No pre-launch scan
- **Claude Code and Codex deploy for you**

[Start free](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

### Pro

Ship your first backend

Limited time List price ~~$59~~

$29

per organization / month

Includes $14 of usage a month

- **5 apps**, unlimited static websites
- 2 PostgreSQL or MySQL databases (S–M)
- Pre-launch scan (uses AI tokens)
- 3 scheduled jobs per app, custom domains
- 7-day logs, email support
- Production environment (main) only

[Start with Pro](https://app.agentlab.cresclab.com/settings/billing?plan=pro&lang=en)

Recommended for teams

### Team

Small teams shipping several environments

Limited time List price ~~$299~~

$149

per organization / month

Includes $62 of usage a month

- **3 members who deploy each month, 20 apps, 10 databases**
- L size, image vulnerability scanning
- Team permissions, 30-day logs, priority support
- **dev and staging environments (up to 4)**

[Start with Team](https://app.agentlab.cresclab.com/settings/billing?plan=team&lang=en)

### Business

Dedicated resources and a contract

Custom

Annual contract, quoted for your resources and usage

Usage credit and prepay discounts by contract

- Dedicated nodes, or deploy into your own GCP project
- Apps, databases and environments by contract
- SSO, SLA and audit logs
- Database point-in-time recovery (add-on)
- 365-day logs, a dedicated contact

[Talk to sales](https://agentlab.cresclab.com/en/deploy#demo)

Prices are in US dollars. Prices exclude applicable taxes.

**Compare every plan**

|  | Free | Pro | Team | Business |
| --- | --- | --- | --- | --- |
| Websites and apps |  |  |  |  |
| Static websites | 3 | Unlimited | Unlimited | Unlimited |
| Apps (containers) | 1 (sleeps when idle) | 5 | 20 | By contract |
| Instances per app | 1 | 1–2 | 1–3 | By contract |
| Sizes | S | S, M | S, M, L | Custom |
| Pre-launch scan (AI tokens billed by use) | — | ✓ | ✓ | ✓ |
| Preview URLs and one-click go-live | ✓ | ✓ | ✓ | ✓ |
| Versions kept | 5 | 5 | 20 | By contract |
| Website storage limit | 1 GB | 10 GB | 100 GB | By contract |
| Requests included per month | 1,000,000 | 1,000,000 | 5,000,000 | By contract |
| Build minutes per month | 100 | 1,000 | 5,000 | By contract |
| Concurrent builds | 1 | 2 | 5 | By contract |
| Password protection | — | ✓ | ✓ | ✓ |
| Custom domains | — | ✓ | ✓ | ✓ |
| Databases |  |  |  |  |
| PostgreSQL or MySQL (dedicated Cloud SQL) | 1, S (stops when idle) | 2, S–M | 10, S–XL | By contract |
| Authorized networks, encryption, client certs | — | ✓ | ✓ | ✓ |
| Query console and MCP queries | — | ✓ | ✓ | ✓ |
| Point-in-time recovery (PITR) | — | — | — | Add-on, $49 / database / month |
| Container images and scheduled jobs |  |  |  |  |
| Image versions kept | — | 5 | 5 | By contract |
| Image storage limit | — | 50 GB | 250 GB | By contract |
| Image vulnerability scanning | — | — | ✓ | ✓ |
| Scheduled jobs per app | — | 3 | 5 | By contract |
| Networking and environments |  |  |  |  |
| Private calls between your apps | — | ✓ | ✓ | ✓ |
| dev and staging environments | — | — | main + 4 | Unlimited |
| AI agents and API |  |  |  |  |
| MCP deploy tools (Claude Code, Codex) | ✓ | ✓ | ✓ | ✓ |
| API request rate | 10 / s | 50 / s | 200 / s | By contract |
| Monitoring, logs and governance |  |  |  |  |
| Build and runtime log retention | 1 day | 7 days | 30 days | 365 days |
| Monitoring dashboard Coming soon | — | ✓ | ✓ | ✓ |
| Team permissions | — | — | ✓ | ✓ |
| Audit logs | — | — | — | ✓ |
| SSO, SLA | — | — | — | ✓ |
| Resources and support |  |  |  |  |
| Members who deploy each month | 1 | 1 | 3 | By contract |
| Monthly usage credit | — | $14 | $62 | By contract |
| Where it runs | Shared | Shared, sandboxed | Shared, sandboxed | Dedicated nodes |
| Support | Docs | Email | Priority | Dedicated contact |

**Usage prices: what you pay beyond your credit**

### Apps

Guaranteed resources, always on.

| Size | Guaranteed | Can burst to | Per month |
| --- | --- | --- | --- |
| **S** | 0.25 vCPU · 256 MB | 0.5 vCPU · 512 MB | **$13.50** |
| **M** | 0.5 vCPU · 512 MB | 1 vCPU · 1 GB | **$27** |
| **L** | 1 vCPU · 1 GB | 2 vCPU · 2 GB | **$53** |

### PostgreSQL and MySQL databases

Dedicated Cloud SQL; a stopped database pays only for disk.

| Size | CPU · memory | Per month |
| --- | --- | --- |
| **S** | Shared core · 0.6 GB (dev and test, no SLA) | **$12** |
| **M** | 1 vCPU · 3.75 GB | **$76** |
| **L** | 2 vCPU · 8 GB | **$156** |
| **XL** | 4 vCPU · 16 GB | **$312** |

### Traffic and storage

| Traffic (websites and apps combined) | **$0.22** / GB |
| --- | --- |
| Requests above your plan's included | **$1.60** / million |
| Log ingestion | **$0.80** / GB |
| Log retention beyond 30 days | **$0.02** / GB-month |
| Database point-in-time recovery (Business add-on, last 7 days) | **$49** / database / month |
| AI tokens for the pre-launch scan | **By model**; unit prices are in deploy settings |
| Website storage | **$0.03** / GB-month |
| Image storage | **$0.16** / GB-month |
| Database disk (SSD) | **$0.27** / GB-month |
| Database backups | **$0.13** / GB-month |

### Not charged

| Build minutes within your plan | **Free** |
| --- | --- |
| Scheduled job invocations | **Free** |
| Traffic between your organization's apps | **Free** |
| Previous version kept warm 15 minutes after go-live | **Free** |

Compare

## Agent Lab, Vercel or Cloudflare?

Agent Lab adds deploying from chat, a pre-production check, and company-owned apps.

Agent Lab, Vercel and Cloudflare deployment comparison

| What matters most | Agent Lab | Vercel | Cloudflare |
| --- | --- | --- | --- |
| Core choice | **Deploy AI-built apps from chat, checked before going live** | Git-first AI Cloud and frontend workflows | Durable Agent runtime on the global edge |
| Best for you if | You build with AI and have no platform team | Your product centers on Next.js and Git | You need global edge, state or long workflows |
| Path to production | MCP chat, with a preview per release | Git integration, dashboard or CLI | Git integration, dashboard or Wrangler CLI |
| We do not compete on | — | Frontend optimization, AI SDK and marketplace breadth | Edge scale, durable state and the Cloudflare developer ecosystem |

Based on Vercel's [AI Cloud docs](https://vercel.com/docs) and [AI SDK](https://vercel.com/ai/sdk), and Cloudflare's [Agents docs](https://developers.cloudflare.com/agents/). Each provider's site is the source of truth.

For IT

## The answers IT needs, in the same workspace

### Company sign-in

Enterprise SSO (SAML, OIDC) on the Business plan.

### Someone signs off on live

From Team, an admin or owner decides when a new version goes live.

### The app belongs to the company

When the builder leaves, the app and database stay.

### Sandboxed builds, databases closed by default

gVisor sandbox builds, Trivy image scans, SSL-only databases.

[Start deploying free](https://app.agentlab.cresclab.com/?lang=en&intent=deploy) [Book a demo](https://agentlab.cresclab.com/en/deploy#demo)

FAQ

## What people ask before they deploy

**What is Agent Lab Deploy?**

Agent Lab Deploy is Crescendo Agent Lab's deployment platform: sites, apps and agent services built with Claude Code or Codex deploy from the chat, with a preview URL per release and leaked keys caught before going live.

**How do I deploy an app built with Claude Code or Codex?**

Connect your AI tool to Agent Lab's MCP server and sign in once in your browser, with no API key to paste. Then say "deploy this" to get a build and a preview URL. [Setup steps →](https://agentlab.cresclab.com/docs/en/deploy/ai-agent)

**Where should I deploy an app I built with AI?**

Agent Lab Deploy runs sites, Docker apps, PostgreSQL and scheduled jobs on Google Cloud in Taiwan. Free includes 1 size-S app that sleeps when idle, 1 S database and 3 static websites; always-on apps start on Pro at US$29/month, excluding taxes.

**My app already runs on another hosting platform. Can I move it?**

Yes. Sites, Dockerfile services, PostgreSQL, jobs and domains all move: get a preview URL, copy data with pg_dump or mysqldump, then switch DNS while the old service keeps running. [Read the migration guide →](https://agentlab.cresclab.com/en/deploy/migrate)

**Can I bring my own database?**

Yes, Supabase or another managed database connects like any other. Hosting is in Taiwan, so test latency if your database runs elsewhere; rolling back code never restores data.

**What gets checked before a release goes live?**

Secrets, personal data and external scripts are checked, a bundled .env, .git or node_modules rejects the upload, and Docker images are scanned for vulnerabilities. Paid plans add an AI pre-launch scan from your usage credit; findings wait for a person. [What to do about a finding →](https://agentlab.cresclab.com/docs/en/deploy/troubleshooting)

**What can I deploy?**

Static websites, Dockerfile apps (APIs, LINE bots, webhooks, MCP servers), PostgreSQL databases and scheduled jobs. Apps stay on, internal tools can be private, and your app's own users need their own sign-in service. [Deploy docs →](https://agentlab.cresclab.com/docs/en/deploy)

**Is there a free plan?**

Yes: 1 size-S app (sleeps after 15 idle minutes), 1 S database (stops after 7 idle days), 3 static websites, 100 build minutes, 5 GB traffic, 1 GB storage and 1 deploying member a month, no AI pre-launch scan; it pauses at a limit and never charges. Always-on apps, custom domains, a second app or jobs start on Pro at $29 a month before tax.

**How does the usage credit work?**

All usage draws on one monthly credit: Pro's $14 runs one size-S app all month, Team's $62 two size-M apps. It resets every billing period, counted from your purchase day, and doesn't roll over.

**Are prices in US$, and do they include tax?**

Yes, billed in US dollars, excluding applicable taxes. Your currency is fixed by the first purchase; customers in Taiwan can pay in NT$ with 5% business tax.

**Does Agent Lab have an MCP server?**

Yes, at https://mcp.agentlab.cresclab.com/mcp: create, build and go live, plus jobs, PostgreSQL, Redis caches and docs. Browser OAuth sign-in, no API key, with exactly your console permissions. [MCP setup page →](https://agentlab.cresclab.com/en/mcp)

**Can I deploy with my own Dockerfile?**

Yes. Put a Dockerfile at the top of your source and Agent Lab builds and runs it; you don't need Docker installed. Without one, Agent Lab detects the framework and builds it for you. [Deploy from a Dockerfile →](https://agentlab.cresclab.com/docs/en/deploy/container-app)

**Which AI tools can deploy to Agent Lab?**

Claude Code and Codex take one command each; Cursor, VS Code, Windsurf, Gemini CLI, Qwen Code and other OAuth 2.1 (PKCE) clients add the same endpoint. Clients without OAuth can't connect yet. [Connect your tool →](https://agentlab.cresclab.com/docs/en/deploy/ai-agent)

**How is it different from Vercel or Cloudflare?**

Agent Lab doesn't compete on runtime scale or frontend optimization; you deploy from chat with a check before production, and apps stay company-owned in Taiwan.

## Start deploying free, or book a demo.

[Start deploying free](https://app.agentlab.cresclab.com/?lang=en&intent=deploy)

Or book a demo and we'll show you:

1. **Deploy** Ship it from any MCP client.
2. **Block** Watch a key hidden in the code get stopped.
3. **Promote, make private, revoke** As an admin, promote a release, make it private, revoke the AI connection.

Or email [info@cresclab.com](mailto:info@cresclab.com).