• READ
  • MAP
  • AUDIT
  • HUMAN

How to verify feature flag status with your AI

Connect LaunchDarkly to your agent to pull real-time toggle states without leaving your chat interface.

Ask AI about this page

Short answer

How can I check feature flag status with my AI?

Your agent uses LaunchDarkly tools to look up specific flags and their current state in any environment. You get instant status updates for your toggles across production, staging, or development. This breakdown shows you how to pull that data.

The outcomes

What you get from this connection

The AI handles the data fetching so you can focus on deployment decisions.

READ

Instant flag status

The AI pulls the exact state of a toggle. You get a clear answer on whether a feature is on or off.

MAP

Environment overview

The agent lists your available deployment targets. You'll know exactly which environments you can query.

AUDIT

Cross-environment checks

Compare how a flag behaves in staging versus production. The AI fetches data from different environments to show the difference.

HUMAN

Manual flag changes

The AI only reads flag data. You still need to use the LaunchDarkly dashboard if you want to flip a switch or change a rule.

The workflow

What your AI does when the request arrives.

Your agent acts as a bridge between your chat and your LaunchDarkly project.

  1. Identify environments

    The agent looks up your available deployment targets to ensure it's querying the right place.

    list_environments

  2. Locate the flag

    The agent finds the specific toggle you're asking about within the selected environment.

    get_environment

  3. Fetch status

    The agent pulls the current state of the toggle to see if it's active.

    get_feature_flag

  4. Report findings

    The agent translates the raw flag data into a plain English answer for you.

    get_feature_flag

Try it

Copy these to start.

Use these prompts to begin interacting with your LaunchDarkly data.

Starting points

Swap out the bracketed text with your actual flag names or environment IDs.

LaunchDarkly Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_q4tbtN6VOQiJj3bWOc42Ne8iFwrDWYBf9vVkTths/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 — LaunchDarkly capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "launchdarkly-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_q4tbtN6VOQiJj3bWOc42Ne8iFwrDWYBf9vVkTths/mcp"
    }
  }
}
Copy into chat04

  • Is the 'new-checkout-flow' flag enabled in my production environment?

  • List all my available environments in LaunchDarkly.

  • What is the status of the 'beta-ui-test' toggle in staging?

  • Check if the 'dark-mode-feature' is active in the development environment.

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

Start here

Connect LaunchDarkly once, then ask.

One connection gives your agent access to your flags. Your credentials stay encrypted and managed on our side.

Connect LaunchDarkly to your AI

FAQ

How this task behaves

  • 01

    Can the AI turn a feature flag on or off?

    No. The AI can only read the current status of your flags. You must use the LaunchDarkly UI to change any settings.

  • 02

    Can I ask about flags in environments that don't exist?

    No. The AI can only query environments that it can find using the list tools.

  • 03

    Does the AI see my API keys?

    No. Your credentials are encrypted and managed by Vinkius. Your AI client only uses the tools provided through the connection.

  • 04

    Can the AI create new feature flags?

    No. This connection is limited to reading existing flag and environment data.

  • 05

    How does the AI know which environment to check?

    You specify the environment in your prompt, or the AI will use the list of available environments to find the right one.

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

Connect LaunchDarkly to Claude, Cursor, ChatGPT & more