• STATUS
  • ENDPOINTS
  • DETAILS
  • HUMAN

How to monitor Modal deployments with your AI

Connect Modal to your agent to keep tabs on your serverless infrastructure. Your AI handles the status checks and endpoint lookups for you.

Ask AI about this page

Short answer

How can my AI track my Modal deployments?

Your agent uses Modal tools to list active deployments and fetch specific details like web endpoints for any service. You get a real-time view of your infrastructure directly in your chat. Here is the breakdown of what you can do.

Deployment outcomes.

Where your data lands.

Your AI pulls live data from your Modal account to give you these four views.

STATUS

Live deployment lists

The AI pulls a list of everything currently running. You see exactly what is active in your Modal account.

ENDPOINTS

Instant URL retrieval

The agent finds the specific web endpoints for your services. You get the exact URLs needed to hit your functions.

DETAILS

Deep service inspection

Your agent looks up specific deployment metadata. This gives you the granular info you need for a single service.

HUMAN

Manual code changes

The AI cannot modify your Modal code or change deployment settings. You still handle the actual deployment logic yourself.

The workflow

What your AI does when the deployment info arrives.

The agent acts as a bridge between your chat and the Modal infrastructure.

  1. Inventory check

    The agent scans your account to see what is currently deployed and running.

    list_deployments

  2. Targeted lookup

    Once you identify a specific service, the agent pulls its full configuration and status.

    get_deployment

  3. Endpoint extraction

    The agent identifies the web endpoints associated with your active services.

    get_deployment

  4. Status reporting

    The agent summarizes the health and availability of your Modal services in plain text.

    list_deploymentsget_deployment

Try it

Copy these to start.

Use these prompts to begin interacting with your Modal infrastructure.

Starting points

These are starting points. Swap out the deployment names for your actual Modal service identifiers.

Modal Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_yQfuiuyaifaMlCchZoeV6rYy4ok4PpgYEfzlMmar/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Modal capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "modal-serverless-ai-infrastructure-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yQfuiuyaifaMlCchZoeV6rYy4ok4PpgYEfzlMmar/mcp"
    }
  }
}
Copy into chat04

  • List all my current Modal deployments.

  • What is the web endpoint for my 'image-processor' deployment?

  • Check the status of the 'data-pipeline' service.

  • Show me all active deployments and their URLs.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Modal once, then ask.

One connection links your Modal account to your AI client. Your credentials stay encrypted and secure on our side.

Connect Modal to your AI

FAQ

How this task behaves.

  • 01

    Can the AI deploy new Modal functions?

    No. The AI can only list and retrieve information about existing deployments.

  • 02

    Can my agent change the configuration of a running service?

    No. The tools only allow for reading deployment data, not modifying it.

  • 03

    How does the AI know which deployments are active?

    It uses the list_deployments tool to fetch the current state of your Modal account.

  • 04

    Can I get the URL for a specific function?

    Yes. The agent can retrieve web endpoints for your deployed services.

  • 05

    Does the AI need my Modal API key?

    Yes, but you provide it through the secure Vinkius connection, and it stays encrypted.

  • More questions about Modal? The Connector page answers them. See everything the Modal Connector can do

Connect Modal to Claude, Cursor, ChatGPT & more