Connectors · AI
OpenAI Platform MCP server for AI agents.
actionlake is an MCP gateway: one remote MCP server that connects Claude and other MCP clients to OpenAI Platform and the rest of your systems. It gives your agent 186 OpenAI Platform actions (85 reads, 61 writes and 40 that wait for a confirmation) and holds the OpenAI Platform credential itself, so the agent never does. It paces OpenAI Platform's limits and records every call.
100,000 free calls a month. No card, no email, no password: press Start a free sandbox on the next screen and keep the key it shows you.
claude mcp add --transport http actionlake https://connect.actionlake.com/mcpdo { action: "openai.files.list", intent: "check which OpenAI Platform account is connected"}# List files · read · 1 upstream call- 186actionsin one signed file
- 85readlook, never change
- 61writecreate and update
- 40wait for a yesdestructive, confirmed first
Set up
Connect OpenAI Platform in three steps.
- 01
Add actionlake to Claude.
Run the command once in Claude Code; its consent page can create a free sandbox: 100,000 calls a month, no card. In the Claude app, add a custom connector with the URL below and paste your key on the consent page. Creating a new sandbox from the Claude app is not yet tested by us.
https://connect.actionlake.com/mcp - 02
Connect OpenAI Platform.
API key. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead. actionlake stores what you paste write-only, sealed under your tenant's key.
api_keyOpenAI API key (sk-proj-… project key or sk-svcacct-… service account key)
account { op: "connections.requirements", service: "openai" } # free: exactly what to paste, and what is found for you - 03
Make the first call. Check before a write.
Ask in plain words; Claude picks the action. Before anything changes,
checkvalidates the call and prices it, for free.do { action: "openai.files.list" }# list files · read · 1 upstream callcheck { action: "openai.live_sessions.fork", input: { … } }# free: inputs, permissions, cost and confirmations, nothing sent
OpenAI Platform at a glance
- Sign-in
- API key. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead.
- You provide
api_key- Limits we pace to
- 3,000 calls a minute, per connection
- API covered
- OpenAI Platform API OpenAPI 2.3.0 (openai/openai-openapi main @ 40496db (2026-10-01T05:02:17Z))
api.openai.com/v1 - Built from
- OpenAI Platform's documentation, read 1 October 2026OpenAPI spec (GitHub)
- Service file
- Version 1.0.0, signed (Ed25519)
- Cached reads
- 8 of 85 reads, for up to an hour; a write clears what it affects
- Shared entities
- 1, so ask can line OpenAI Platform up with your other systems
- Data
- Processed and stored in Sydney, Australia. No US region yet
Capabilities
What an AI agent can do in OpenAI Platform.
186 actions in 64 areas. Every one carries its effect, so a key can allow the reads and hold the rest.
- 85readlook, never change
- 61writecreate and update
- 40destructivewait for a confirmation
Videos
72 read · 4 write · 1 destructive
Create a video · Create a video edit · Create a video extension · Create a video remix
Webhook endpoints
72 read · 3 write · 2 destructive
Create Webhook Endpoint · List Webhook Endpoints · Update Webhook Endpoint · Retrieve Webhook Endpoint
Beta responses
62 read · 2 write · 2 destructive
Beta: compact a conversation into a shorter context · Beta: create a model response · Beta: count a model response's input tokens · Beta: get a model response
Fine tuning jobs
62 read · 3 write · 1 destructive
List fine-tuning jobs · Create fine-tuning job · Retrieve fine-tuning job · Cancel a fine-tuning job
Live sessions
60 read · 4 write · 2 destructive
Create a Live session or place an outbound SIP call · Fork a stored Live session onto a new connection · Transfer a Live SIP call · Accept an incoming Live SIP call
Responses
62 read · 2 write · 2 destructive
Compact a conversation into a shorter context · Create a model response · Count a model response's input tokens · Get a model response
Vector store files
63 read · 2 write · 1 destructive
List vector store files · Create vector store file · Retrieve vector store file · Retrieve vector store file content
Vector stores
63 read · 2 write · 1 destructive
List vector stores · Create vector store · Retrieve vector store · Modify vector store
56 more areas · 136 actions
- Agent environment templates 5
- Agent sessions 5
- Agents 5
- Chat completions 5
- Eval runs 5
- Evals 5
- Vault credentials 5
- Batches 4
- Container files 4
- Containers 4
- Conversation items 4
- Conversations 4
- Realtime calls 4
- Skills 4
- Vaults 4
- Vector store file batches 4
- Voice consents 4
- Agent session artifacts 3
- Chatkit threads 3
- Files 3
- Fine tuning checkpoint permissions 3
- Models 3
- Skill versions 3
- Uploads 3
- Agent environment files 2
- Agent session subagent turns 2
- Agent session subagents 2
- Agent session turns 2
- Chatkit sessions 2
- Eval run output items 2
- Graders 2
- Images 2
- Agent environments 1
- Agent session events 1
- Agent session items 1
- Agent session subagent items 1
- Agent session subagent turn items 1
- Agent session traces 1
- Beta response input items 1
- Chat completion messages 1
- Chatkit thread items 1
- Completions 1
- Embeddings 1
- Fine tuning job checkpoints 1
- Fine tuning job events 1
- Moderations 1
- Realtime client secrets 1
- Realtime sessions 1
- Realtime transcription sessions 1
- Realtime translation client secrets 1
- Response input items 1
- Safety alerts 1
- Safety cases 1
- Video characters 1
- Voices 1
- Webhook event types 1
Top actions
The OpenAI Platform API, shaped for agents.
The ids your agent types, what each does, and the one name it shares with other systems. 65 of OpenAI Platform's 65 action names are shared with at least one other connector, so an agent learns them once.
| Action | What it does | Effect | Same name in |
|---|---|---|---|
openai.files.listList files | Returns a list of files. | read | content.file.list77 connectors |
openai.container_files.listList container files | List Container files | read | content.file.list77 connectors |
openai.conversation_items.listList conversation items | List all items for a conversation with the given ID. | read | comm.message.list42 connectors |
openai.chatkit_thread_items.listList ChatKit thread items | List items that belong to a ChatKit thread. | read | comm.message.list42 connectors |
openai.live_sessions.forkFork a stored Live session onto a new connection | Fork a stored Live session onto a new WebRTC connection. | write | comm.call.create38 connectors |
openai.live_sessions.createCreate a Live session or place an outbound SIP call | Create a Live WebRTC session or place an outbound SIP call. | write | comm.call.create38 connectors |
openai.conversations.createCreate a conversation | Create a conversation. | write | comm.chat.create15 connectors |
openai.files.deleteDelete file | Delete a file and remove it from all vector stores. | destructive | content.file.delete68 connectors |
openai.realtime_sessions.createCreate a Realtime session and its client secret | Create an ephemeral API token for use in client-side applications with the Realtime API. | write | identity.api_key.create100 connectors |
openai.realtime_client_secrets.createCreate a Realtime client secret | Create a Realtime client secret with an associated session configuration. | write | identity.api_key.create100 connectors |
openai.graders.runRun grader | Run a grader. | write | analytics.inference.create17 connectors |
openai.images.editEdit or extend images from a prompt | Creates edited or extended images from source images (by URL or file id) and a prompt. | write | analytics.inference.create17 connectors |
Try it
Prompts to paste into Claude.
Each one names the OpenAI Platform actions it will call, so you know what it reads and what it changes before you send it.
- Readread
Which OpenAI Platform files changed this week, and who changed them?
calls
openai.files.list - Writewrite
Fork a stored Live session onto a new connection in OpenAI Platform. Show me exactly what you will send before you save it.
calls
openai.live_sessions.fork
Governance for OpenAI Platform
Destructive actions wait for a yes.
40 OpenAI Platform actions are destructive. The first 10:
- Delete file
openai.files.delete - Delete a container file
openai.container_files.delete - Delete an agent session artifact
openai.agent_session_artifacts.delete - Delete a conversation item
openai.conversation_items.delete - Delete a conversation
openai.conversations.delete - Delete a ChatKit thread
openai.chatkit_threads.delete - Delete Webhook Endpoint
openai.webhook_endpoints.delete - Delete a vault credential
openai.vault_credentials.delete - Hang up a Live session
openai.live_sessions.hangup - Reject an incoming Live SIP call
openai.live_sessions.reject
A destructive action runs only with confirm: true. Under the human policy the agent cannot confirm for itself: the run stops until a named person approves, in the console or from a signed link in an email. The cap on a key is refused before the call is sent, never after.
Delete file?
intent: the user asked me to delete file
account { op: "keys.create", name: "openai-agent", allowed_actions: ["openai.*"], cap_calls: 2000, confirm_policy: "human_for_writes", approval_rules: [ { match: "openai.files.delete", approver: "[email protected]" }, { match: "openai.container_files.delete", approver: "[email protected]" }, { match: "openai.agent_session_artifacts.delete", approver: "[email protected]" } ]}Cost
What OpenAI Platform costs on actionlake.
Every OpenAI Platform action is one upstream call, the only thing actionlake bills. Searching, check, cost, account and any call OpenAI Platform refused with 401, 403, 429 or a 5xx are free. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.
- 1upstream call per actionall 186 OpenAI Platform actions
- 186actions pageeach page of a long list is one call
- 8reads can be cacheda cache hit costs nothing
- 100,000calls a month, freepaid plans from US$49 a month for 250,000
Action index
Every OpenAI Platform action.
186 actions by area: the id your agent calls, what it does, and its effect.
Videos7
openai.videos.createCreate a videowriteopenai.videos.deleteDelete a videodestructiveopenai.videos.editCreate a video editwriteopenai.videos.extendCreate a video extensionwriteopenai.videos.getRetrieve a videoreadopenai.videos.listList videosreadopenai.videos.remixCreate a video remixwrite
Webhook endpoints7
openai.webhook_endpoints.createCreate Webhook Endpointwriteopenai.webhook_endpoints.deleteDelete Webhook Endpointdestructiveopenai.webhook_endpoints.getRetrieve Webhook Endpointreadopenai.webhook_endpoints.listList Webhook Endpointsreadopenai.webhook_endpoints.rotate_secretRotate Webhook Endpoint Signing Secretdestructiveopenai.webhook_endpoints.testTest Webhook Endpointwriteopenai.webhook_endpoints.updateUpdate Webhook Endpointwrite
Beta responses6
openai.beta_responses.cancelBeta: cancel a responsedestructiveopenai.beta_responses.compactBeta: compact a conversation into a shorter contextwriteopenai.beta_responses.count_input_tokensBeta: count a model response's input tokensreadopenai.beta_responses.createBeta: create a model responsewriteopenai.beta_responses.deleteBeta: delete a model responsedestructiveopenai.beta_responses.getBeta: get a model responseread
Fine tuning jobs6
openai.fine_tuning_jobs.cancelCancel a fine-tuning jobdestructiveopenai.fine_tuning_jobs.createCreate fine-tuning jobwriteopenai.fine_tuning_jobs.getRetrieve fine-tuning jobreadopenai.fine_tuning_jobs.listList fine-tuning jobsreadopenai.fine_tuning_jobs.pausePause a fine-tuning jobwriteopenai.fine_tuning_jobs.resumeResume a paused fine-tuning jobwrite
Live sessions6
openai.live_sessions.acceptAccept an incoming Live SIP callwriteopenai.live_sessions.createCreate a Live session or place an outbound SIP callwriteopenai.live_sessions.forkFork a stored Live session onto a new connectionwriteopenai.live_sessions.hangupHang up a Live sessiondestructiveopenai.live_sessions.referTransfer a Live SIP callwriteopenai.live_sessions.rejectReject an incoming Live SIP calldestructive
Responses6
openai.responses.cancelCancel a responsedestructiveopenai.responses.compactCompact a conversation into a shorter contextwriteopenai.responses.count_input_tokensCount a model response's input tokensreadopenai.responses.createCreate a model responsewriteopenai.responses.deleteDelete a model responsedestructiveopenai.responses.getGet a model responseread
Vector store files6
openai.vector_store_files.createCreate vector store filewriteopenai.vector_store_files.deleteDelete vector store filedestructiveopenai.vector_store_files.getRetrieve vector store filereadopenai.vector_store_files.get_contentRetrieve vector store file contentreadopenai.vector_store_files.listList vector store filesreadopenai.vector_store_files.updateUpdate vector store file attributeswrite
Vector stores6
openai.vector_stores.createCreate vector storewriteopenai.vector_stores.deleteDelete vector storedestructiveopenai.vector_stores.getRetrieve vector storereadopenai.vector_stores.listList vector storesreadopenai.vector_stores.searchSearch vector storereadopenai.vector_stores.updateModify vector storewrite
Agent environment templates5
openai.agent_environment_templates.createCreate an agent environment templatewriteopenai.agent_environment_templates.deleteDelete an agent environment templatedestructiveopenai.agent_environment_templates.getRetrieve an agent environment templatereadopenai.agent_environment_templates.listList agent environment templatesreadopenai.agent_environment_templates.updateUpdate an agent environment templatewrite
Agent sessions5
openai.agent_sessions.createCreate an agent sessionwriteopenai.agent_sessions.deleteDelete an agent sessiondestructiveopenai.agent_sessions.getRetrieve an agent sessionreadopenai.agent_sessions.listList agent sessionsreadopenai.agent_sessions.updateUpdate an agent sessionwrite
Agents5
openai.agents.createCreate an agentwriteopenai.agents.deleteDelete an agentdestructiveopenai.agents.getRetrieve an agentreadopenai.agents.listList agentsreadopenai.agents.updateUpdate an agentwrite
Chat completions5
openai.chat_completions.createCreate chat completionwriteopenai.chat_completions.deleteDelete chat completiondestructiveopenai.chat_completions.getGet chat completionreadopenai.chat_completions.listList Chat Completionsreadopenai.chat_completions.updateUpdate chat completionwrite
Eval runs5
openai.eval_runs.cancelCancel eval rundestructiveopenai.eval_runs.createCreate eval runwriteopenai.eval_runs.deleteDelete eval rundestructiveopenai.eval_runs.getGet an eval runreadopenai.eval_runs.listGet eval runsread
Evals5
openai.evals.createCreate evalwriteopenai.evals.deleteDelete an evaldestructiveopenai.evals.getGet an evalreadopenai.evals.listList evalsreadopenai.evals.updateUpdate an evalwrite
Vault credentials5
openai.vault_credentials.createCreate a vault credentialwriteopenai.vault_credentials.deleteDelete a vault credentialdestructiveopenai.vault_credentials.getRetrieve a vault credentialreadopenai.vault_credentials.listList vault credentialsreadopenai.vault_credentials.rotateRotate a vault credential's secretdestructive
Batches4
openai.batches.cancelCancel batchdestructiveopenai.batches.createCreate batchwriteopenai.batches.getRetrieve batchreadopenai.batches.listList batchesread
Container files4
openai.container_files.createCreate container filewriteopenai.container_files.deleteDelete a container filedestructiveopenai.container_files.getRetrieve container filereadopenai.container_files.listList container filesread
Containers4
openai.containers.createCreate containerwriteopenai.containers.deleteDelete a containerdestructiveopenai.containers.getRetrieve containerreadopenai.containers.listList containersread
Conversation items4
openai.conversation_items.createCreate conversation itemswriteopenai.conversation_items.deleteDelete a conversation itemdestructiveopenai.conversation_items.getRetrieve a conversation itemreadopenai.conversation_items.listList conversation itemsread
Conversations4
openai.conversations.createCreate a conversationwriteopenai.conversations.deleteDelete a conversationdestructiveopenai.conversations.getRetrieve a conversationreadopenai.conversations.updateUpdate a conversationwrite
Realtime calls4
openai.realtime_calls.acceptAccept an incoming Realtime SIP callwriteopenai.realtime_calls.hangupHang up a Realtime calldestructiveopenai.realtime_calls.referTransfer a Realtime SIP callwriteopenai.realtime_calls.rejectReject an incoming Realtime SIP calldestructive
Skills4
openai.skills.deleteDelete Skilldestructiveopenai.skills.getGet Skillreadopenai.skills.listList Skillsreadopenai.skills.set_default_versionUpdate Skill Default Versionwrite
Vaults4
openai.vaults.createCreate a vaultwriteopenai.vaults.deleteDelete a vaultdestructiveopenai.vaults.getRetrieve a vaultreadopenai.vaults.listList vaultsread
Vector store file batches4
openai.vector_store_file_batches.cancelCancel vector store file batchdestructiveopenai.vector_store_file_batches.createCreate vector store file batchwriteopenai.vector_store_file_batches.getRetrieve vector store file batchreadopenai.vector_store_file_batches.list_filesList vector store files in a batchread
Voice consents4
openai.voice_consents.deleteDelete voice consentdestructiveopenai.voice_consents.getRetrieve voice consentreadopenai.voice_consents.listList voice consentsreadopenai.voice_consents.updateUpdate voice consentwrite
Agent session artifacts3
openai.agent_session_artifacts.deleteDelete an agent session artifactdestructiveopenai.agent_session_artifacts.getRetrieve an agent session artifactreadopenai.agent_session_artifacts.listList agent session artifactsread
Chatkit threads3
openai.chatkit_threads.deleteDelete a ChatKit threaddestructiveopenai.chatkit_threads.getRetrieve a ChatKit threadreadopenai.chatkit_threads.listList ChatKit threadsread
Files3
openai.files.deleteDelete filedestructiveopenai.files.getRetrieve filereadopenai.files.listList filesread
Fine tuning checkpoint permissions3
openai.fine_tuning_checkpoint_permissions.createCreate checkpoint permissionswriteopenai.fine_tuning_checkpoint_permissions.deleteDelete checkpoint permissiondestructiveopenai.fine_tuning_checkpoint_permissions.listList checkpoint permissionsread
Models3
openai.models.deleteDelete a fine-tuned modeldestructiveopenai.models.getRetrieve modelreadopenai.models.listList modelsread
Skill versions3
openai.skill_versions.deleteDelete Skill Versiondestructiveopenai.skill_versions.getGet Skill Versionreadopenai.skill_versions.listList Skill Versionsread
Uploads3
openai.uploads.cancelCancel uploaddestructiveopenai.uploads.completeComplete uploadwriteopenai.uploads.createCreate uploadwrite
Agent environment files2
openai.agent_environment_files.createCreate an agent environment filewriteopenai.agent_environment_files.listList agent environment filesread
Agent session subagent turns2
openai.agent_session_subagent_turns.getRetrieve a subagent turnreadopenai.agent_session_subagent_turns.listList subagent turnsread
Agent session subagents2
openai.agent_session_subagents.getRetrieve a session subagentreadopenai.agent_session_subagents.listList session subagentsread
Agent session turns2
openai.agent_session_turns.getRetrieve an agent session turnreadopenai.agent_session_turns.listList agent session turnsread
Chatkit sessions2
openai.chatkit_sessions.cancelCancel a ChatKit sessiondestructiveopenai.chatkit_sessions.createCreate a ChatKit sessionwrite
Eval run output items2
openai.eval_run_output_items.getGet an output item of an eval runreadopenai.eval_run_output_items.listGet eval run output itemsread
Graders2
openai.graders.runRun graderwriteopenai.graders.validateValidate graderread
Images2
openai.images.editEdit or extend images from a promptwriteopenai.images.generateGenerate an image from a promptwrite
Agent environments1
openai.agent_environments.getRetrieve an agent environmentread
Agent session events1
openai.agent_session_events.sendSend input events to an agent sessionwrite
Agent session items1
openai.agent_session_items.listList agent session itemsread
Agent session subagent items1
openai.agent_session_subagent_items.listList subagent itemsread
Agent session subagent turn items1
openai.agent_session_subagent_turn_items.listList subagent turn itemsread
Agent session traces1
openai.agent_session_traces.listList agent session tracesread
Beta response input items1
openai.beta_response_input_items.listBeta: list a model response's input itemsread
Chat completion messages1
openai.chat_completion_messages.listList a stored chat completion's messagesread
Chatkit thread items1
openai.chatkit_thread_items.listList ChatKit thread itemsread
Completions1
openai.completions.createCreate completionwrite
Embeddings1
openai.embeddings.createCreate embeddings for textread
Fine tuning job checkpoints1
openai.fine_tuning_job_checkpoints.listList fine-tuning checkpointsread
Fine tuning job events1
openai.fine_tuning_job_events.listList fine-tuning eventsread
Moderations1
openai.moderations.createClassify text or images for harmful content (moderation)read
Realtime client secrets1
openai.realtime_client_secrets.createCreate a Realtime client secretwrite
Realtime sessions1
openai.realtime_sessions.createCreate a Realtime session and its client secretwrite
Realtime transcription sessions1
openai.realtime_transcription_sessions.createCreate a Realtime transcription sessionwrite
Realtime translation client secrets1
openai.realtime_translation_client_secrets.createCreate a Realtime translation client secretwrite
Response input items1
openai.response_input_items.listList a model response's input itemsread
Safety alerts1
openai.safety_alerts.getGet project safety alertread
Safety cases1
openai.safety_cases.getGet safety caseread
Video characters1
openai.video_characters.getRetrieve a video characterread
Voices1
openai.voices.createCreate a custom voicewrite
Webhook event types1
openai.webhook_event_types.listList Webhook Event Typesread
Questions
The OpenAI Platform MCP server, answered.
Is there an OpenAI Platform MCP server for Claude?
Yes. actionlake is an MCP gateway: a remote MCP server that gives Claude, or another MCP client, 186 OpenAI Platform actions across videos, webhook endpoints, beta responses and fine tuning jobs, through the same eight tools it uses for every other connector. actionlake is independent; it is not made or endorsed by OpenAI Platform.
What do I need to connect OpenAI Platform?
OpenAI API key (sk-proj-… project key or sk-svcacct-… service account key). The free call account { op: "connections.requirements", service: "openai" } lists exactly what to paste.
Can an AI agent delete or change things in OpenAI Platform?
Only if its key allows it, and only with an explicit confirmation. 40 OpenAI Platform actions are destructive, including delete file, delete a container file and delete an agent session artifact. Each runs only with confirm: true. Under the human confirm policy, or an approval rule on the key, the run waits until a named person approves it.
Will an AI agent use up my OpenAI Platform API limit?
actionlake paces every call to the limits in the OpenAI Platform service file: 3,000 calls a minute per connection. Repeated reads are answered from cache (8 OpenAI Platform actions can be), which never reaches OpenAI Platform.
What does an OpenAI Platform action cost?
One upstream call, the only unit actionlake bills. A list that pages bills one call per page (186 OpenAI Platform actions page). Cache hits, searches, dry runs and calls OpenAI Platform refused with 401, 403, 429 or a 5xx are free. The Free plan includes 100,000 calls a month with no card. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.
Which OpenAI Platform API does it cover?
The OpenAI Platform API OpenAPI 2.3.0 (openai/openai-openapi main @ 40496db (2026-10-01T05:02:17Z)) at api.openai.com/v1. It is built from OpenAI Platform's documentation as read on 1 October 2026. 186 actions in 64 areas, each one in the signed service file (version 1.0.0).
Does actionlake keep my OpenAI Platform data, and where?
actionlake processes and stores data in Sydney, Australia; there is no US region yet. Reads may be cached for up to an hour, and a write clears the reads it affects. Each run's request and response is kept, sealed, for your plan's trace window: 1 day on Free, 3 days on Starter, 7 days on Pro, 14 days on Team, 30 days on Business and 30 days on Enterprise. Your OpenAI Platform credential is sealed under your tenant's key, never logged and never returned. Your traffic is not used to train models.
Which AI clients can use it?
Claude Code, tested by us end to end, and the Claude app as a custom connector, tested by us with an existing key. Other MCP clients that support remote servers over Streamable HTTP (MCP revisions 2025-06-18 and 2025-11-25) and OAuth dynamic client registration, or a bearer header, should connect the same way; we have not tested them. Or plain REST, under the same action names.
Give your agent OpenAI Platform today.
Start free - 100,000 calls/month, no card. No signup. Hard caps on every key. Cached answers are free.