• POLICY
  • DATA
  • AUDIT
  • HUMAN

How to enforce infrastructure tagging policies with your AI

Connect Infracost to your AI client to automate tag management. Once connected, your agent handles the heavy lifting of keeping resource metadata in sync with your cost allocation rules.

Ask AI about this page

Short answer

How can I use AI to enforce infrastructure tagging?

Your AI uses Infracost to identify missing or incorrect tags and applies updates to match your required policies. This ensures your cost attribution stays accurate without manual audits. You'll see exactly how the agent manages these updates below.

Tagging outcomes.

Where your data lands.

The AI moves data between your policies and your actual infrastructure.

POLICY

Updated rules

The AI uses the policy tool to change what tags are required. You get a consistent set of rules for all new resources.

DATA

Custom properties

The AI uploads specific metadata to your resources. This keeps your cost tracking data clean and organized.

AUDIT

Tagging gaps

Your agent identifies which resources are missing mandatory tags. You receive a clear list of what needs fixing.

HUMAN

Manual review

The AI flags complex tagging conflicts that require a person to decide on the correct owner or cost center.

The workflow

What your AI does when <the thing arrives>.

The AI acts as the bridge between your cost policies and your cloud resources.

  1. Define requirements

    Your agent updates the global rules for what tags every resource must have to be valid.

    update_tagging_policy

  2. Sync metadata

    The AI pushes specific custom properties to your infrastructure to ensure cost data matches your records.

    upload_custom_properties

  3. Identify drift

    The agent compares current resource tags against the active policy to find mismatches.

    update_tagging_policy

  4. Apply updates

    The AI pushes the necessary tag changes to bring resources back into compliance.

    upload_custom_properties

Try it

Copy these to start.

Use these prompts to trigger actions in Infracost.

Starting points

Replace the bracketed text with your specific resource names or policy details.

Infracost Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xeAIkzobHaNXul6wABfvaOhG1zW1KbvYBWGhp0O0/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 — Infracost capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "infracost-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xeAIkzobHaNXul6wABfvaOhG1zW1KbvYBWGhp0O0/mcp"
    }
  }
}
Copy into chat04

  • Update the tagging policy for my production environment to require a 'CostCenter' tag.

  • Upload the following custom properties to my AWS resources: owner=finance, project=alpha.

  • Check if my current infrastructure tags match the policy I just updated.

  • Find all resources in my staging account that are missing the 'Environment' tag.

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

Start here

Connect Infracost once, then ask.

One connection gives your AI access to your tagging tools. Your credentials stay encrypted and secure on our side.

Connect Infracost to your AI

FAQ

How the tagging task behaves

  • 01

    Can the AI delete resources if they have wrong tags?

    No. The AI only updates tags and policies; it cannot delete or terminate any infrastructure.

  • 02

    Will the AI change my cloud provider settings directly?

    No. The AI only interacts with the specific tagging and property tools provided by the Infracost MCP.

  • 03

    Does the AI decide which cost center a resource belongs to?

    The AI applies the tags you tell it to, but it does not make independent decisions about financial ownership.

  • 04

    How does the AI know which tags are missing?

    It compares the existing resource metadata against the policy you have defined via the update tool.

  • 05

    Can I use this with any MCP-compatible client?

    Yes, once connected, you can use it in Claude, Cursor, Windsurf, or VS Code.

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

Connect Infracost to Claude, Cursor, ChatGPT & more