• STATE
  • SECURITY
  • DRIFT
  • HUMAN

How to audit feature flag environments with your AI

Connect Flipt to your AI client to pull live configuration data. Once connected, your agent can scan your entire setup for inconsistencies.

Ask AI about this page

Short answer

How can I audit my feature flag environment using AI?

Your AI uses Flipt to pull a real-time snapshot of your namespaces, flags, and active tokens. It then compares this data against your intended state to find misconfigurations. You get a clear view of your environment's current health.

Audit outcomes.

Where your findings land.

The AI processes your environment data into these specific results.

STATE

Current config snapshot

The AI pulls all active flags and namespaces. You get a clean list of what is actually running in production.

SECURITY

Token audit

Your agent checks existing authentication tokens. This helps you spot old or unnecessary access points.

DRIFT

Configuration drift

The AI identifies where your live flags don't match your documentation. It highlights the exact discrepancies.

HUMAN

Manual remediation

The AI flags the issues, but you decide which flags to toggle or which tokens to revoke. You maintain full control over changes.

The workflow

What your AI does when the audit starts.

The AI moves through your Flipt environment to build a complete picture of your setup.

  1. Map the environment

    The AI identifies all logical groupings within your Flipt instance to establish context.

    list_namespaces

  2. Inventory all flags

    It pulls a full list of every feature flag currently defined in your namespaces.

    list_flags

  3. Check access points

    The agent retrieves all active authentication tokens to verify who or what can access your flags.

    list_tokens

  4. Report discrepancies

    The AI compares the gathered data to find missing flags or suspicious tokens. It presents these findings for your review.

    list_flagslist_tokens

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are starting points. Swap out the specific namespace or flag names to match your actual environment.

Flipt Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_TVcMgPuHtCjr3IvZBRaswl0SFXe5TsrryvQScOOE/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 — Flipt capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "flipt-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TVcMgPuHtCjr3IvZBRaswl0SFXe5TsrryvQScOOE/mcp"
    }
  }
}
Copy into chat04

  • List all flags in the 'production' namespace and tell me which ones are enabled.

  • Show me all active authentication tokens and flag any that look outdated.

  • Check the 'ui-redesign' namespace and tell me if any flags are missing.

  • Summarize the current state of all namespaces and their associated flags.

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

Start here

Connect Flipt once, then ask.

Just provide your Flipt credentials. The connection is encrypted, and you can start auditing immediately through your preferred AI client.

Connect Flipt to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my flag states?

    No. This MCP only provides read access to list namespaces, flags, and tokens. You must change flag states manually in Flipt.

  • 02

    Can the AI delete authentication tokens?

    No. The AI can only list existing tokens to help you audit them. It cannot delete or modify tokens.

  • 03

    How does the AI know which flags are active?

    It uses the list_flags tool to see the current configuration of every flag in your namespaces.

  • 04

    Does this work with any MCP-compatible client?

    Yes. Once connected via Vinkius, you can use this with Claude, Cursor, Windsurf, or VS Code.

  • 05

    Can I audit specific namespaces only?

    Yes. You can ask the AI to focus its inspection on a single namespace using the list_namespaces capability.

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

Connect Flipt to Claude, Cursor, ChatGPT & more