OpenAI MCP server for your AI

List the projects in this organization, with id, name and status.

Start a managed agent session, and optionally give it first input.

Read what a managed agent session said and did: messages and tool calls, in order.

List the managed agents in this project, with id, name and model.

Read live events from a managed agent session for a few seconds.

List the people in this organization, with role and email.

Get token and request counts for text models, by bucket.

Add up what this organization spent on the API over a period, split by what it was spent on.

Add one document to a vector store in one step, so file search can use it.

Create a searchable document collection.

List vector stores in this project: the searchable document collections used by file search.

Search one vector store and get the matching passages.

Delete an uploaded file.

Read the content of something other than an uploaded file.

Read what is inside an uploaded or generated file: batch results, fine-tuning data, documents.

List files uploaded to this project, with id, filename, purpose, size and status.

Upload a file so models, batches, vector stores or fine-tuning can use it.

Turn text into spoken audio.

Turn speech in an audio file into text.

Count how many input tokens a request would use, before spending anything on it.

Ask an OpenAI model something and get its answer: the main way to generate text, read images and files, search the web, or run hosted tools.

Read a stored or background response: status, output_text, output and usage.

Wait for slow OpenAI work to end, and get the result.

Generate a reply with the older Chat Completions format, for code that already uses messages.

Start a batch job that runs a JSONL file of requests within 24 hours at batch prices.

Check one batch job: status, request counts, and output_file_id and error_file_id when done.

List batch jobs, newest first, with status, input and output file ids and request counts.

List every model this key can use, with id and owner.

Generate an image from a text prompt, shown right in the chat.

Change or extend one or more images from a text prompt, shown right in the chat.

Turn text into vectors for search or clustering.

Check text or images against OpenAI's safety categories.

Read the organization's audit log: who did what and when.

Activate certificates at the project level.

Grants a group access to a project.

Adds an user to the project.

Archives a project in the organization.

Assigns a project role to a group within a project.

Assigns a project role to an user within a project.

Create a new project in the organization.

Creates a custom role for a project.

Creates a new service account in the project.

Creates a project spend alert.

Creates an API key for a service account in the project.

Deactivate certificates at the project level.

Deletes an API key from the project, including keys owned by service accounts.

Deletes model permissions for a project.

Deletes a custom role from a project.

Deletes a service account from the project.

Deletes a project spend alert.

Delete a project's hard spend limit.

Retrieves a project.

Retrieves an API key in the project.

Retrieves project data retention controls.

Retrieves a project's group.

Retrieves a project role assigned to a group.

Returns hosted tool permissions for a project.

Returns model permissions for a project.

Retrieves a project role.

Retrieves a service account in the project.

Retrieves a project spend alert.

Get a project's hard spend limit.

Retrieves an user in the project.

Retrieves a project role assigned to an user.

List the API keys in one project, with who owns them and when they were last used.

List certificates for this project.

Lists the project roles assigned to a group within a project.

Lists the groups that have access to a project.

Returns the rate limits per model for a project.

Lists the roles configured for a project.

Returns a list of service accounts in the project.

Lists project spend alerts.

Lists the project roles assigned to an user within a project.

Returns a list of users in the project.

Revokes a group's access to a project.

Deletes an user from the project.

Unassigns a project role from a group within a project.

Unassigns a project role from an user within a project.

Modifies a project in the organization.

Updates the scopes and/or expiration of an existing API key in the project, including a service-account-owned key.

Updates project data retention controls.

Updates hosted tool permissions for a project.

Updates model permissions for a project.

Updates a project rate limit.

Updates an existing project role.

Updates a service account in the project.

Updates a project spend alert.

Create or replace a project's hard spend limit.

Modifies an user's role in the project.

Creates a reusable agent without storing credentials.

Saves an active automation without invoking it immediately.

Creates an OpenAI-hosted environment before creating a session.

Copies inline bytes or a Files API file into a connected execution environment, replacing an existing regular file at the same path.

Creates reusable environment configuration without returning confidential setup commands or environment values.

Submits message, cancellation, tool-result, or computer-use approval-response events to a managed agent session.

Creates a vault for the current project.

Creates a vault credential.

Deletes a reusable agent.

Deletes the automation and prevents future invocations without deleting its target session.

Deletes reusable environment configuration and all confidential template inputs.

Removes a managed agent session from the public API and returns a deletion confirmation.

Deletes an immutable session artifact without deleting its live environment file or original Files API object.

Deletes a vault and all its credentials.

Deletes a vault credential.

Retrieves a reusable agent by ID.

Retrieves a project-owned automation.

Retrieves a delivery record for a project-owned automation.

Retrieves an execution environment's connection status and safe installed metadata.

Retrieves reusable environment configuration without returning confidential values.

Read one managed agent session: status, agent, environment and timing.

Retrieves immutable metadata for one durable session artifact.

Retrieves a subagent belonging to this session.

Retrieves a turn belonging to this subagent.

Retrieves a turn's current status, timestamps, usage, and error.

Retrieves a vault by its ID.

Retrieves vault credential metadata without returning secret values.

Queues a manual delivery without changing the saved schedule.

Lists delivery records for a project-owned automation.

Lists project-owned automations, optionally filtered by target session.

Lists live files on a connected execution environment with optional directory filtering and opaque cursor pagination.

Lists reusable environment templates without returning confidential values.

Lists OpenAI-hosted environments owned by the authenticated principal.

Lists immutable artifacts published by completed hosted session turns.

Lists this subagent's own items across all of its turns.

Lists items belonging to one turn of this subagent.

Lists all turns of this subagent, including turns after a resume.

Lists subagents in a session, including nested and closed subagents.

Lists published root-turn traces as OTLP JSON, ordered by turn creation time and ID.

Lists items belonging to one root-agent turn, including its interactions with subagents.

Lists turns by creation time and turn ID.

List managed agent sessions in this project, with status and agent.

Lists a vault's credentials using ID-based pagination without returning secret values.

Lists vaults using ID-based pagination.

Pauses future scheduled delivery without stopping an active session.

Resumes scheduled delivery; one-time automations without a pending invocation require a future run_at.

Updates credential metadata or rotates its write-only secret.

Updates a reusable agent.

Updates supplied fields; target and metadata replace the whole field.

Updates reusable environment configuration without returning confidential values.

Updates session tools, metadata, model, reasoning effort, or service tier.

Updates the name or metadata of an active vault.

Adds an user to a group.

Assigns an organization role to a group within the organization.

Assigns an organization role to an user within the organization.

Creates a new group in the organization.

Creates a custom role for the organization.

Deletes a group from the organization.

Delete an invite.

Deletes a custom role from the organization.

Retrieves a group.

Retrieves an organization role assigned to a group.

Retrieves an user in a group.

Retrieves an invite.

Retrieves an organization role.

Retrieves an user by their identifier.

Retrieves an organization role assigned to an user.

Create an invite for an user to the organization.

Lists the organization roles assigned to a group within the organization.

Lists the users assigned to a group.

Lists all groups in the organization.

Returns a list of invites in the organization.

Lists the roles configured for the organization.

Lists the organization roles assigned to an user within the organization.

Removes an user from a group.

Deletes an user from the organization.

Unassigns an organization role from a group within the organization.

Unassigns an organization role from an user within the organization.

Updates a group's information.

Updates an existing organization role.

Modifies an user's role in the organization.

Creates an organization spend alert.

Deletes an organization spend alert.

Delete the organization's hard spend limit.

Get what this organization spent, in day-long buckets.

Retrieves organization data retention controls.

Retrieves an organization spend alert.

Get the organization's hard spend limit.

Get audio speeches usage details for the organization.

Get audio transcriptions usage details for the organization.

Get code interpreter sessions usage details for the organization.

Get Decisions API usage details for the organization.

Get embeddings usage details for the organization.

Get file search calls usage details for the organization.

Get images usage details for the organization.

Get moderations usage details for the organization.

Get vector stores usage details for the organization.

Get web search calls usage details for the organization.

Lists organization spend alerts.

Updates organization data retention controls.

Updates an organization spend alert.

Create or replace the organization's hard spend limit.

Activate certificates at the organization level.

Create an organization admin API key Needs the Admin key on this connection.

Add an external key config for an organization Needs the Admin key on this connection.

Register one customer-managed external storage configuration.

Deactivate certificates at the organization level.

Delete an organization admin API key Needs the Admin key on this connection.

Delete a certificate from the organization.

Delete an external key config for the user's organization Needs the Admin key on this connection.

Disconnect a customer-managed external storage configuration.

Retrieve a single organization API key Needs the Admin key on this connection.

Get a certificate that has been uploaded to the organization.

Retrieve a stored external key registration for the user's organization.

Get one customer-managed external storage configuration.

List organization API keys Needs the Admin key on this connection.

List uploaded certificates for this organization.

List the external key configs registered on the user's organization Needs the Admin key on this connection.

List the organization's customer-managed external storage configurations.

Modify a certificate.

Upload a certificate to the organization.

Validate an external key config for the user's organization Needs the Admin key on this connection.

Validate one customer-managed external storage configuration.

Cancel a vector store file batch.

Create a vector store file by attaching a File to a vector store.

Create a vector store file batch.

Delete a vector store.

Delete a vector store file.

Retrieves a vector store.

Retrieves a vector store file.

Retrieves a vector store file batch.

Retrieve the parsed contents of a vector store file.

Returns a list of vector store files in a batch.

Returns a list of vector store files.

Modifies a vector store.

Update attributes on a vector store file.

Immediately cancel a fine-tune job.

NOTE: Calling this endpoint requires an admin API key.

Creates a fine-tuning job which begins the process of creating a new model from a given dataset.

NOTE: This endpoint requires an admin API key.

Get info about a fine-tuning job.

NOTE: This endpoint requires an admin API key.

List checkpoints for a fine-tuning job.

Get status updates for a fine-tuning job.

List fine-tuning jobs in this organization, with status and the resulting model.

Pause a fine-tune job.

Resume a fine-tune job.

Run a grader.

Validate a grader.

Adds a Part to an Upload object.

Cancels the Upload.

Completes the Upload.

Creates an intermediate Upload object that you can add Parts to.

Read one file's details: name, purpose, size, status and expiry.

Create a new skill.

Create a new immutable skill version.

Creates a voice from a text prompt or from a consent recording and an audio sample.

Upload a voice consent recording.

Delete a skill by its ID.

Delete a skill version.

Deletes a voice created from a text prompt or an audio sample.

Deletes a voice consent recording.

Get a skill by its ID.

Get a specific skill version.

Retrieves a voice consent recording.

List skill versions for a skill.

List all skills for the current project.

Returns a list of voice consent recordings.

Update the default version pointer for a skill.

Updates a voice consent recording (metadata only).

Create a Container File You can send either a multipart/form-data request with the raw file content, or a JSON request with a file ID.

Stop a background response that is still running.

Compact a conversation.

Create Container Spends your OpenAI API credit.

Create a stored conversation that keeps its state between responses.

Create items in a conversation with the given ID.

Creates a webhook endpoint for the authenticated project.

Delete Container Get container_id from openai_list_containers.

Delete Container File Get container_id from openai_list_containers.

Delete a conversation.

Delete an item from a conversation with the given IDs.

Delete a stored response.

Deletes a webhook endpoint for the authenticated project.

Retrieve Container Get container_id from openai_list_containers.

Retrieve Container File Get container_id from openai_list_containers.

Get a conversation Get conversation_id from openai_create_conversation.

Get a single item from a conversation with the given IDs.

Retrieves a webhook endpoint for the authenticated project.

List Container files Get container_id from openai_list_containers.

List Containers

List the messages and tool results in a conversation.

List what went into a stored response: its input messages and tool results.

Returns webhook endpoints for the authenticated project in newest-first order.

Returns webhook event types visible to the authenticated project.

Rotates the signing secret for a webhook endpoint in the authenticated project.

Sends a sample event to a webhook endpoint for the authenticated project.

Update a conversation Get conversation_id from openai_create_conversation.

Updates a webhook endpoint for the authenticated project.

Accept an incoming SIP call and configure the realtime session that will handle it.

Create a new Realtime API call over WebRTC and receive the SDP answer needed to complete the peer connection.

Create a Realtime client secret with an associated session configuration.

Create a Realtime translation client secret with an associated translation session configuration.

End an active Realtime API call, whether it was initiated over SIP or WebRTC.

Transfer an active SIP call to a new destination using the SIP REFER verb.

Decline an incoming SIP call by returning a SIP status code to the caller.

Accept an incoming SIP call.

Cancel an active ChatKit session and return its most recent metadata.

Create a ChatKit session.

Create a Live WebRTC session or place an outbound SIP call.

Delete a stored chat completion.

Delete a ChatKit thread along with its items and stored attachments.

Fork a stored Live session onto a new WebRTC connection.

Get a stored chat completion.

Retrieve a ChatKit thread by its identifier.

End a SIP call identified by session_id.

Get the messages in a stored chat completion.

List stored Chat Completions.

List items that belong to a ChatKit thread.

List ChatKit threads with optional pagination and user filters.

Transfer a SIP call to another destination.

Reject an incoming SIP call.

Modify a stored chat completion.

Stop a batch job.

Check whether an image or audio file contains known OpenAI provenance signals.

Delete a fine-tuned model.

Check one model id: whether this key can use it, its owner and creation date.

Get a safety alert belonging to the authenticated API project.

Get a safety case by ID.

Use this endpoint to quickly answer classification or scoring questions about some input.