# LaunchDarkly MCP for AI Agents AI Agent Connect > LaunchDarkly lets you manage feature flags, environments, and experiments through your AI client. Instead of digging through a dashboard, you can ask your agent to check if a flag is live, see who's seeing a new feature, or grab the latest deployment metrics. It connects your release management process directly to your chat interface, making it way faster to toggle features and monitor production health without switching tabs. ## Overview - **Category:** ship-it - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_q4tbtN6VOQiJj3bWOc42Ne8iFwrDWYBf9vVkTths/ai-agent-connect - **Tags:** feature-flags, deployment-strategy, experimentation, release-management, environment-variables, ci-cd-integration ## Description This LaunchDarkly MCP lets you manage feature flags, environments, and experiments through your AI client. You can ask your agent to check if a flag is live, see who's seeing a new feature, or grab the latest deployment metrics without leaving your chat. It connects your release management process directly to your conversation, making it faster to toggle features and monitor production health. By adding this to your setup on Vinkius, you're giving your agent a direct line to your release infrastructure. You can verify experiments, map out your workspace contexts, and handle deployments using plain English. It cuts out the manual overhead of navigating complex UIs when you just need to flip a switch or verify a metric. Instead of hunting through nested menus to find a specific toggle, you can just talk to your agent. It handles the heavy lifting of navigating the dashboard so you can focus on shipping code. You'll get clear answers on rollout percentages, environment statuses, and audit history in seconds. It's about moving from manual clicks to conversational commands. ## Tools ### get_metric Get the specific data for an experimentation metric. This helps you see how a feature is performing in real time. ### get_project View the high-level details and configuration for a specific project. It's a quick way to see your project's general setup. ### list_environments See every environment like Production or Staging within a specific project. It helps you keep track of all your active clusters. ### list_feature_flags Get a full list of every feature flag currently active in your project. Use this to get a bird's-eye view of your rollouts. ### list_metrics See all the experimentation metrics available for your project's current tests. This is the fastest way to grab your latest A/B test data. ### get_environment See the specific details and settings for a single environment like Test or Production. This helps you verify your current environment config. ### list_audit_logs See a history of changes and actions taken across your account. This is great for security and tracking who changed what. ### list_projects Get a list of all projects you have set up in your LaunchDarkly account. It's a simple way to see your entire workspace at a glance. ### get_feature_flag This tool lets you see the full details of a specific feature flag. It's useful for checking current status and targeting rules in one go. ## Prompt Examples **Prompt:** ``` Is the new checkout flag live for everyone in production? ``` **Response:** ``` Checking the Production workspace... | Feature Flag | Status | Target | | :--- | :--- | :--- | | **New Checkout UI** | **ON** | 100% of users | The flag is currently active for all production users. ``` **Prompt:** ``` Show me the latest metrics for our A/B test on the landing page. ``` **Response:** ``` Pulling latest experimentation data... **Landing Page A/B Test** * **Conversion Rate:** 4.2% (up 0.5% from control) * **Bounce Rate:** 32% * **Average Session Duration:** 1m 45s *The experiment is currently targeting 50% of new visitors.* ``` **Prompt:** ``` Who changed the staging flag last? ``` **Response:** ``` Reviewing audit logs... **Last Change Detected:** * **User:** j.doe@company.com * **Action:** Enabled `beta_search_feature` * **Environment:** Staging * **Timestamp:** 2026-07-10 14:22:01 UTC ``` ## Capabilities ### Check a specific flag's status This LaunchDarkly MCP lets you see the current state and targeting rules for any individual feature flag. ### See all flags in a project This LaunchDarkly MCP provides a full list of every feature flag currently active within your project. ### View project environment details This LaunchDarkly MCP pulls specific configuration data for environments like Production or Staging. ### Grab real-time experimentation metrics This LaunchDarkly MCP lets you pull current data for A/B tests and other experimentation metrics. ### Review account audit logs This LaunchDarkly MCP retrieves a history of changes and actions taken across your account for security. ### List all available projects This LaunchDarkly MCP shows a complete list of all projects you have set up in your account. ## Use Cases ### Emergency Kill Switch A feature starts crashing production. A dev asks the agent to turn off the specific flag immediately using `get_feature_flag`. ### A/B Test Review A product manager wants to see the conversion rate for a new button. They ask the agent to pull the data using `get_metric`. ### Deployment Audit A lead engineer needs to know who enabled a flag last night. They ask the agent to check the `list_audit_logs`. ### Pre-flight Check A developer wants to make sure the staging environment is ready. They ask the agent to check the status of the environment using `get_environment`. ## Benefits - Stop Tab Switching: Use `list_feature_flags` to see your entire rollout status without leaving your chat window. It's much faster than jumping back and forth between your code and the dashboard. - Faster Troubleshooting: Use `list_audit_logs` to quickly identify who changed a configuration during a production incident. This helps you find the root cause of a bug in seconds. - Instant A/B Data: Pull real-time results using `list_metrics` to see if your experiment is hitting its goals. You can get the numbers you need without manual exports. - Precise Targeting: Check specific user segments with `get_feature_flag` to ensure only the right people see new features. This prevents making mistakes with your rollout percentages. - Environment Clarity: Use `list_environments` to keep track of which clusters are live and which are still in testing. It gives you a clear picture of your production landscape. ## How It Works The bottom line is you get to manage your entire release lifecycle through a chat interface instead of a dashboard. 1. Install this Connector locally and provide your LaunchDarkly API token. 2. Connect your preferred AI client to the Vinkius platform. 3. Ask your agent to list flags, check environments, or view metrics. ## Frequently Asked Questions **Can the LaunchDarkly MCP turn off a feature for me?** Yes, you can ask your agent to toggle a specific flag to OFF immediately. This works as a kill switch to stop a buggy feature from reaching users. **How do I see my A/B test results with LaunchDarkly MCP?** You can ask your agent to pull the latest metrics for a specific project. It will fetch the data and show you the current performance numbers. **Can I use LaunchDarkly MCP to check my audit logs?** Yes, you can ask your agent to show you the recent changes in your account. This is helpful for tracking who modified a flag or environment. **Does LaunchDarkly MCP work for multiple environments?** It does. You can ask your agent to list all environments or check the specific status of clusters like Staging, Production, or Test. **How do I connect LaunchDarkly MCP to my AI client?** You can connect it easily through the Vinkius platform. Once connected, your AI client will have the ability to interact with your LaunchDarkly assets. **Can I see all my projects at once?** Yes, you can ask your agent to list all projects. It will return a summary of every project currently linked to your account. **How do I authenticate?** Generate a valid API access token inside your LaunchDarkly Authorization Settings and attach it. **Can I toggle flags in Production directly?** Yes! Due to the direct integration, whatever environments the API token has rights to, the agent can configure. **Do I need to re-sync manual changes?** No, the agent fetches live configuration directly from the provider in real-time each run.