• RUNNING
  • INFO
  • LIST
  • HUMAN

How to deploy backend containers with your AI

Connect TrueFoundry to your agent to expand its reach. Once connected, your agent can manage and launch containerized processes directly into your service mesh.

Ask AI about this page

Short answer

How can I deploy backend containers using my AI?

Your agent uses TrueFoundry to launch new backend processes as containers within your service mesh. This allows your AI to add new functionality to your existing infrastructure on the fly. You'll see the specific outcomes for your deployment below.

Where every action lands.

Deployment outcomes

The AI manages the lifecycle of your new backend processes.

RUNNING

Active container processes

The AI launches the container and confirms it is running in your mesh. You get a live process ready to handle tasks.

INFO

Process status and logs

The AI pulls details about the container's health and configuration. You get the specific metadata needed to monitor the new service.

LIST

Active server inventory

The AI checks which MCP servers are currently active in your environment. You get a clear view of all running backend processes.

HUMAN

Manual configuration

The AI cannot rewrite your core infrastructure code or security policies. You must handle high-level architecture changes yourself.

The workflow

What your AI does when a deployment request arrives.

Your agent handles the heavy lifting of container orchestration within TrueFoundry.

  1. Check existing servers

    The agent looks at your current environment to see what is already running in the mesh.

    truefoundry_list_mcp_servers

  2. Launch new container

    The agent triggers the deployment of a new backend process based on your instructions.

    truefoundry_deploy_mcp_server

  3. Verify deployment

    The agent checks the specific details of the newly created process to ensure it is healthy.

    truefoundry_get_mcp_server_info

  4. Confirm status

    The agent verifies the container is active and ready to receive traffic or commands.

    truefoundry_get_mcp_server_info

Try it

Copy these to start.

Use these prompts to trigger deployment actions immediately.

Starting points

Swap out the container names and service mesh details with your own specific configurations.

TrueFoundry Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_f00nYwHsDWFv4EirgRZbXCnvKYC62empWE9xeumU/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 — TrueFoundry capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "truefoundry-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_f00nYwHsDWFv4EirgRZbXCnvKYC62empWE9xeumU/mcp"
    }
  }
}
Copy into chat04

  • List all the MCP servers currently running in my TrueFoundry mesh.

  • Deploy a new MCP server using the container image 'python:3.9-slim'.

  • Get the status and info for the 'data-processor' server.

  • Check if the 'api-gateway' container is currently active in my list of servers.

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

Start here

Connect TrueFoundry once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can start managing containers through your AI client right away.

Connect TrueFoundry to your AI

FAQ

How this task behaves

  • 01

    Can my AI delete existing backend containers?

    No. The current tools only allow for listing, deploying, and getting info on servers.

  • 02

    Does the AI need access to my cloud provider directly?

    No. The AI interacts with TrueFoundry, which manages the connection to your infrastructure.

  • 03

    Can the AI change the resource limits of a running container?

    No. The agent can only deploy new servers or retrieve information about existing ones.

  • 04

    How does the AI know which containers are running?

    It uses the list tool to pull a real-time inventory of all active MCP servers in your mesh.

  • 05

    Can I use this to manage non-containerized services?

    No. This specific set of tools is designed for managing containerized MCP servers.

  • More questions about TrueFoundry? See everything the TrueFoundry Connector can do

Connect TrueFoundry to Claude, Cursor, ChatGPT & more