Examples

Node.js / Express

Learn how to deploy an Express API with Ink MCP using a simple prompt.

Create an Ink account and connect MCP

Make sure you have an Ink account and have connected Ink MCP to your agent. There are two ways to connect:

  • OAuth — authenticate through a browser flow, no keys to manage
  • Token — create an API key at ml.ink/account/api-keys

See Quick Start for full setup instructions.

Verify the connection

Once the MCP server is connected, confirm your agent can reach it by asking it to check.

Prompt

Do you have Ink MCP connected?

Create an Express API

Ask your agent to scaffold a new Express project. If you already have a Node.js app in the current directory, skip this step and go straight to deploying.

Prompt

Build a REST API with Express.js that has CRUD endpoints for a "tasks" resource. Use in-memory storage and include input validation.

Deploy with Ink

Tell your agent to deploy. The agent will create a git repository on Ink's internal git (or your connected GitHub), push the code, and call create_service to trigger a build.

Ink auto-detects Node.js and runs your app with node index.js on port 3000.

Prompt

Deploy with Ink

Tool Call
(
  : 
)
Tool Call
(
  : ,
  : ,
  : ,
  : 
)

Visit your API

Ink returns a live URL once the build completes. Hit your endpoints to confirm everything is working.

Check logs and metrics (optional)

Ask your agent to pull build logs, runtime logs, or metrics for your deployed service.

Prompt

Check metrics and logs

Tool Call
(
  : "tasks-api",
  : ,
  : 
)

That's it — your Express API is deployed and live. From here you can add a custom domain, set up environment variables, or explore more examples.

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