• AUDIT
  • INSPECT
  • LOCATE
  • REVIEW

How to verify feature flag configurations with your AI

Connect DevCycle to your AI client to audit your rollout logic. Once connected, your agent can read your project settings and flag rules directly.

Ask AI about this page

Short answer

How can I use AI to check my DevCycle feature flags?

Your AI uses DevCycle tools to pull specific flag details, list available variables, and search for flags by name. You get a clear view of your targeting logic and variable values. This breakdown shows how it works.

The outcomes

What you get from your AI

The AI handles the data retrieval so you can focus on the logic.

AUDIT

Verify targeting rules

The AI pulls specific flag details to check if your rollout rules match your intent. You'll see exactly which segments or users are targeted.

INSPECT

Check flag variables

Your agent lists all variables tied to a flag. This helps you confirm that the values being passed are correct for your current test.

LOCATE

Find specific flags

Instead of scrolling through a long list, tell your AI to find a flag by name. It finds the right configuration instantly.

REVIEW

Human verification

The AI presents the raw configuration data. You make the final call on whether the rules are safe to deploy.

The workflow

What your AI does when the request arrives.

The AI translates your natural language questions into specific API calls to DevCycle.

  1. Identify the flag

    The AI searches your DevCycle project to find the specific flag you're asking about.

    search_feature_flags

  2. Pull configuration

    Once found, the AI grabs the full targeting and rollout details for that flag.

    get_feature_flag_details

  3. Check variables

    The AI looks up the specific variables defined within that flag to see their current state.

    list_feature_variables

  4. Report findings

    The AI summarizes the rules and variables in plain text for you to review.

    get_feature_flag_details

Try it

Copy these to start.

Use these prompts to begin interacting with your DevCycle data.

Starting points

Replace the bracketed text with your actual flag names or variable keys.

DevCycle Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9KlGvMftHeRh3QNALNq6MDQdyAFoq82pVDX2uot9/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 — DevCycle capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "devcycle-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9KlGvMftHeRh3QNALNq6MDQdyAFoq82pVDX2uot9/mcp"
    }
  }
}
Copy into chat04

  • Find the 'new-checkout-flow' flag and tell me what its targeting rules are.

  • List all the variables for the 'beta-user-test' flag.

  • Search for any flags related to 'payment-gateway' and show me their details.

  • Check the configuration for the 'dark-mode-toggle' flag to see if it's enabled for mobile users.

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

Start here

Connect DevCycle once, then ask.

Just link your DevCycle account through Vinkius. Your credentials stay encrypted, and you can immediately start asking questions about your flags in your preferred AI client.

Connect DevCycle to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my feature flag settings?

    No. The AI can only read and inspect your configurations. You must use the DevCycle UI or API to make any changes.

  • 02

    Can I use this to create new feature flags?

    No. The current tools only allow for searching, listing, and getting details of existing flags.

  • 03

    Does the AI see all my projects?

    The AI can access the projects you have authorized through the DevCycle connection.

  • 04

    Can the AI delete a flag if I ask it to?

    No. There are no tools provided to delete or modify flags, so the AI cannot perform that action.

  • 05

    How does the AI find a flag if I don't know the exact name?

    It uses the search tool to look for flags that match the keywords you provide.

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

Connect DevCycle to Claude, Cursor, ChatGPT & more