llms.txt Content
# ml.ink
> Infrastructure designed for AI agents. Deploy, scale, and manage services autonomously via MCP and CLI.
ml.ink lets AI coding agents deploy and manage applications through the Model Context Protocol (MCP) and a full-featured CLI. Agents get full control over compute, databases, domains, persistent storage, and billing without leaving the IDE.
- Docs: https://docs.ml.ink
- Website: https://ml.ink
- Features: https://ml.ink/features
- Pricing: https://ml.ink/pricing
- Templates: https://ml.ink/deploy
## Connect
MCP URL: https://mcp.ml.ink (supports OAuth and Bearer token auth)
NPX package: @anthropic/mcp-server-mlink
CLI: `npm install -g @mldotink/cli` or `brew install mldotink/tap/ink`
## MCP Clients
Claude Code, Cursor, VS Code, Codex, Gemini CLI, Windsurf, Goose, Kimi Code, Open Code, Cline, KiloCode, Antigravity, and any MCP-compatible client.
## Frameworks & Languages
Docker, Node.js, React, Python, Next.js, Go, Vue.js, Rust, Django, Angular, FastAPI, Svelte, Rails, Nuxt, Laravel, Java, Spring Boot, Flask, Ruby, PHP, .NET/C#, Elixir, Bun, Deno, Streamlit, Gradio, Haskell, Zig, HTML/Static.
## Databases
- **PostgreSQL 17** -- Relational database with persistent storage
- **Redis 7** -- In-memory data store with persistent storage
- **MySQL 8** -- Relational database with persistent storage
- **MongoDB 7** -- Document database with persistent storage
- **SQLite (Turso)** -- Managed, globally replicated SQLite with native vector search
PostgreSQL, Redis, MySQL, and MongoDB are deployed as container services via templates with persistent volumes. SQLite (Turso) is provisioned via the `create_resource` MCP tool.
## Persistent Volumes
Attach durable block storage (10--100 GB) to any service. Data persists across restarts and redeploys. Custom mount paths. Billed at $0.0000035/GB/min (~$0.15/GB/mo).
## Templates
Pre-configured multi-service stacks deployable in one click or one agent prompt. 1,400+ templates including Grafana observability sta