--- title: "Connect LaunchDarkly and OpenAI - APIANT.ai" description: "When \"Access Token Event\" fires in LaunchDarkly, your agent runs \"Create message\" in OpenAI, or \"New batch\" in OpenAI to \"Create a project\" in LaunchDarkly." canonical: "https://apiant.ai/connect/launchdarkly-to-openai" --- # Connect LaunchDarkly and OpenAI When **Access Token Event** fires in [LaunchDarkly](https://apiant.ai/connections/launchdarkly), your agent runs **Create message** in [OpenAI](https://apiant.ai/connections/openai), or **New batch** in OpenAI to **Create a project** in LaunchDarkly. Describe the whole flow and it is built, tested on every scenario and kept running. LaunchDarkly **11** triggers LaunchDarkly **39** actions OpenAI **5** triggers OpenAI **69** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want LaunchDarkly and OpenAI to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What LaunchDarkly and OpenAI can do together ### From LaunchDarkly to OpenAI - When **Access Token Event** in LaunchDarkly then **Create message** in OpenAI - When **Code Reference Repository Event** in LaunchDarkly then **Create assistant** in OpenAI ### From OpenAI to LaunchDarkly - When **New batch** in OpenAI then **Create a project** in LaunchDarkly - When **New file** in OpenAI then **Create a feature flag** in LaunchDarkly Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with LaunchDarkly and OpenAI ## Triggers and actions 16 triggers · 108 actions - Trigger **Access Token Event** Triggers when access token activity happens on your LaunchDarkly account. - Trigger **Code Reference Repository Event** Triggers when code reference repository activity happens on your LaunchDarkly account. - Trigger **Flag Event** Triggers when flag activity happens on your LaunchDarkly account. - Trigger **Integration Event** Triggers when integration activity happens on your LaunchDarkly account. - Trigger **Member Event** Triggers when member activity happens on your LaunchDarkly account. - Trigger **Relay Proxy Configuration Event** Triggers when relay proxy configuration activity happens on your LaunchDarkly account. - Trigger **Role Event** Triggers when role activity happens on your LaunchDarkly account. - Trigger **Segment Event** Triggers when segment activity happens on your LaunchDarkly account. - Trigger **Service Token Event** Triggers when service token activity happens on your LaunchDarkly account. - Trigger **Team Event** Triggers when team activity happens on your LaunchDarkly account. - Trigger **User Event** Triggers when user activity happens on your LaunchDarkly account. - Action **Add or Remove User Targets From a Feature Flag** Adds people to, or removes them from, the individual targeting list for one variation of a feature flag in a chosen environment. - Action **Create a feature flag** Creates a new feature flag in a LaunchDarkly project, either a plain on/off flag or one with your own list of variations. - Action **Create a metric** Creates a metric in a LaunchDarkly project so you can measure the effect of a flag or experiment - a custom event, a click, a page view, or a trace. - Action **Create an access token** Creates a LaunchDarkly API access token with the access level you choose. The full token value is returned only on this call, so save it right away. - Action **Create an environment** Adds a new environment to a LaunchDarkly project, so flags can be configured separately for it. Returns the environment's SDK keys. - Action **Create a project** Creates a new LaunchDarkly project, optionally with its own environments and flag-naming rules. - Action **Create a segment** Creates a segment in one environment of a LaunchDarkly project, so you can target a named group of people with your flags. - Action **Delete environment** Deletes an environment from a LaunchDarkly project, along with all the flag settings it held. - Action **Delete feature flag** Permanently deletes a feature flag from a LaunchDarkly project, in every environment. - Action **Delete metric** Deletes a metric from a LaunchDarkly project. - Action **Delete project** Deletes a LaunchDarkly project and everything inside it - all of its environments, flags and segments. - Action **Delete segment** Deletes a segment from one environment of a LaunchDarkly project. - Action **Evaluate a Feature Flag** Works out which variation of each feature flag a particular person (or other context) would be served in one environment, and why. - Action **Get access token** Returns one LaunchDarkly access token by its id, including its name, role, and when it was last used. - Action **Get custom role** Returns one LaunchDarkly custom role by its key, including its name, description, and policy statements. - Action **Get environment** Returns one environment in a LaunchDarkly project, including its keys, colour, and default flag settings. - Action **Get feature flag** Returns one feature flag in a LaunchDarkly project, including its variations, tags, and per-environment settings. - Action **Get metric** Returns one metric in a LaunchDarkly project, including how it is measured and which events it counts. - Action **Get project** Returns one LaunchDarkly project by its key, including its name, tags, and default settings. - Action **Get segment** Returns one segment in a LaunchDarkly project environment, including its included and excluded contexts and its rules. - Action **Get team** Returns one LaunchDarkly team by its key, including its name, description, and how many members and roles it has. - Action **List access tokens** Returns the access tokens in your LaunchDarkly account. - Action **List custom roles** Returns the custom roles in your LaunchDarkly account. - Action **List environments** Returns the environments in one LaunchDarkly project. - Action **List feature flags** Returns the feature flags in one LaunchDarkly project. - Action **List metrics** Returns the metrics in one LaunchDarkly project. - Action **List projects** Returns the projects in your LaunchDarkly account. - Action **List segments** Returns the segments in one LaunchDarkly project environment. - Action **List teams** Returns the teams in your LaunchDarkly account. - Action **List users** Returns the end users LaunchDarkly has seen in one project environment. Built on the contexts API, which replaced the retired users API. - Action **Search contexts** Searches the contexts LaunchDarkly has seen in one project environment using a filter expression. - Action **Toggle a Feature Flag** Turns a LaunchDarkly feature flag on or off in one environment. - Action **Update a Feature Flag With JSON** Updates a LaunchDarkly feature flag by sending your own semantic patch instructions as JSON, for changes the ready-made actions do not cover. - Action **Update custom role** Updates a LaunchDarkly custom role — its name, description, base permissions, or policy statements. Fields you leave blank are not changed. - Action **Update environment** Updates an environment in a LaunchDarkly project — its name, colour, cache time, or confirmation settings. Fields you leave blank are not changed. - Action **Update metric** Updates a metric in a LaunchDarkly project — its name, description, tags, or unit. Fields you leave blank are not changed. - Action **Update project** Updates a LaunchDarkly project — its name, tags, or default flag settings. Fields you leave blank are not changed. - Action **Update segment** Updates a segment in a LaunchDarkly project environment — its name, description, tags, or the contexts it includes and excludes. Fields you leave blank are not changed. - Action **Update team** Updates a LaunchDarkly team — its name, description, members, or custom roles. Fields you leave blank are not changed. - Trigger **New batch** List your organization's batches. - Trigger **New file** Returns a list of files. - Trigger **New model** Lists the currently available models. - Trigger **New vector store** Returns a list of vector stores. - Trigger **New video** List recently generated videos for the current project. - Action **Cancel batch** Cancels an in-progress batch. - Action **Cancel run** Cancels a run that is in_progress. - Action **Cancel vector store file batch** Cancel a vector store file batch. - Action **Content moderation** Classifies text for hate, harassment, self-harm, sexual, and violence categories using the Moderations API. - Action **Count input tokens** Returns input token counts of the request. - Action **Create assistant** Create an assistant with a model and instructions. - Action **Create chat completion** Sends a list of chat messages to a model via the Chat Completions API and returns the assistant's reply. - Action **Create completion** Creates a completion for the provided prompt and parameters. - Action **Create embedding** Generates a vector embedding for input text using an embeddings model (e.g. text-embedding-3-small). - Action **Create message** Create a message. - Action **Create run** Create a run. - Action **Creates and executes a batch from an uploaded file of requests** Creates and executes a batch from an uploaded file of requests - Action **Create thread** Create a thread. - Action **Create thread and run** Create a thread and run it in one request. - Action **Create vector store** Create a vector store. - Action **Create vector store file** Create a vector store file by attaching a File to a vector store. - Action **Create vector store file batch** Create a vector store file batch. - Action **Create video edit job** Create a new video generation job by editing a source or existing generated video. - Action **Create video extension** Create an extension of a completed video. - Action **Create video generation job** Create a new video generation job from a prompt and optional reference assets. - Action **Create video remix** Create a remix of a completed video using a refreshed prompt. - Action **Delete assistant** Delete an assistant. - Action **Delete eval run** Delete an eval run. - Action **Delete file** Delete a file and remove it from all vector stores. - Action **Delete message** Deletes a message. - Action **Delete thread** Delete a thread. - Action **Delete vector store** Delete a vector store. - Action **Delete vector store file** Delete a vector store file (removes from store, file itself not deleted). - Action **Delete video** Permanently delete a completed or failed video and its stored assets. - Action **Download video content** Download the generated video bytes or a derived preview asset. - Action **Edit image** Creates an edited or extended image given one or more source images and a prompt. - Action **Generate image** Generates an image from a text prompt using gpt-image-1 / DALL-E and returns the image URL or base64 data. - Action **Generate speech** Converts text into spoken audio using a TTS model and the selected voice. Returns audio bytes. - Action **Get assistant** Retrieves an assistant. - Action **Get batch** Retrieves a batch. - Action **Get file** Returns information about a specific file. - Action **Get file content** Returns the contents of the specified file. - Action **Get message** Retrieve a message. - Action **Get model** Retrieves a model instance. - Action **Get run** Retrieves a run. - Action **Get run step** Retrieves a run step. - Action **Get thread** Retrieves a thread. - Action **Get vector store** Retrieves a vector store. - Action **Get vector store file** Retrieves a vector store file. - Action **Get vector store file batch** Retrieves a vector store file batch. - Action **Get vector store file content** Retrieve the parsed contents of a vector store file. - Action **Get video** Fetch the latest metadata for a generated video. - Action **List conversation items** List all items for a conversation with the given ID. - Action **List files** Lists files that have been uploaded to your OpenAI account. - Action **List messages** Returns a list of messages for a given thread. - Action **List models** Lists the models currently available to your account. - Action **List runs** Returns a list of runs belonging to a thread. - Action **List run steps** Returns a list of run steps belonging to a run. - Action **List vector store file batch files** Returns a list of vector store files in a batch. - Action **List vector store files** Returns a list of vector store files. - Action **OpenAI agent message** Runs one AI agent turn on OpenAI and returns the model's reply. The turn is billed to the OpenAI account connected on this step, and the agent can call the account's AI tool automations. - Action **Retrieve response** Retrieves a previously created model response by its Response ID. - Action **Search vector store** Search a vector store for relevant chunks based on a query and filter. - Action **Send model a message** Sends a message to an OpenAI model via the Responses API and emits its response. Returns a Response ID usable as previous_response_id for multi-turn conversations. - Action **Submit tool outputs to run** Submit tool outputs when a run requires action. - Action **Transcribe audio** Transcribes audio into the input language. - Action **Translate audio** Translates audio into English. - Action **Update assistant** Modifies an assistant. - Action **Update message** Modifies a message. - Action **Update run** Modifies a run. - Action **Update thread** Modifies a thread. - Action **Update vector store** Modifies a vector store. - Action **Update vector store file attributes** Update attributes on a vector store file. - Action **Upload file** Upload a file that can be used across various endpoints. ## Each app on its own - [ **LaunchDarkly** LaunchDarkly allows you to innovate faster, deploy fearlessly, and make each release a masterpiece.](https://apiant.ai/connections/launchdarkly) - [ **OpenAI** OpenAI's platform for text generation (Responses + Chat Completions), image generation (gpt-image-1 /...](https://apiant.ai/connections/openai) Reviews ## What our customers say ## More from LaunchDarkly - [ **LaunchDarkly to Ontraport** Ontraport is an all-in-one CRM, marketing automation, and e-commerce platform.](https://apiant.ai/connect/launchdarkly-to-ontraport) - [ **LaunchDarkly to OpenRouter** OpenRouter is a unified interface to AI models.](https://apiant.ai/connect/launchdarkly-to-openrouter) - [ **LaunchDarkly to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/launchdarkly-to-salesforce) - [ **LaunchDarkly to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/launchdarkly-to-slack) - [ **LaunchDarkly to Mailchimp** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/launchdarkly-to-mailchimp) - [ **LaunchDarkly to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/launchdarkly-to-stripe) ## More into OpenAI - [ **Mailchimp to OpenAI** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-openai) - [ **ActiveCampaign to OpenAI** ActiveCampaign is a marketing automation, email marketing, and CRM platform.](https://apiant.ai/connect/activecampaign-to-openai) - [ **Asana to OpenAI** Asana is a collaborative information manager for workspace.](https://apiant.ai/connect/asana-to-openai) - [ **JIRA to OpenAI** Atlassian JIRA Cloud — issue tracking and project management.](https://apiant.ai/connect/jira-to-openai) - [ **Twilio to OpenAI** Cloud communications platform for sending SMS/MMS messages, making and managing voice calls, and looking up...](https://apiant.ai/connect/twilio-to-openai) - [ **Intercom to OpenAI** Intercom is a customer communications platform for support, engagement, and marketing.](https://apiant.ai/connect/intercom-to-openai) Questions ## LaunchDarkly and OpenAI, answered ### ### What can start an automation from LaunchDarkly? Any of LaunchDarkly's 11 triggers in the catalog, including Access Token Event, Code Reference Repository Event, Flag Event and Integration Event. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in OpenAI when something happens in LaunchDarkly? Any of OpenAI's 69 actions, including Create assistant, Create chat completion, Create completion and Create embedding. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from OpenAI to LaunchDarkly? Yes. When something happens in OpenAI, your agent can act in LaunchDarkly too. This page covers both directions: OpenAI's triggers and LaunchDarkly's actions are listed here as well. ### ### Do I have to build a connector for LaunchDarkly or OpenAI? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use LaunchDarkly and OpenAI without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.