---
title: "Connect Capsule CRM and OpenAI - APIANT.ai"
description: "When \"New case\" fires in Capsule CRM, your agent runs \"Create message\" in OpenAI, or \"New batch\" in OpenAI to \"Add Task\" in Capsule CRM."
canonical: "https://apiant.ai/connect/capsule-crm-to-openai"
---

# Connect Capsule CRM and OpenAI

When **New case** fires in [Capsule CRM](https://apiant.ai/connections/capsule-crm), your agent runs **Create message** in [OpenAI](https://apiant.ai/connections/openai), or **New batch** in OpenAI to **Add Task** in Capsule CRM. Describe the whole flow and it is built, tested on every scenario and kept running.

Capsule CRM **8** triggers Capsule CRM **62** 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 Capsule CRM 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)

Connecting OpenAI and Capsule CRM lets your sales records feed model work and lets model output land back on the right party, case or opportunity. A new opportunity in Capsule CRM can trigger a drafted summary from OpenAI that is saved as a note, while new files, batches or videos in OpenAI can raise a case or task for someone to review.

Example flows

## What Capsule CRM and OpenAI can do together

### From Capsule CRM to OpenAI

- When **New case** in Capsule CRM then **Create message** in OpenAI
- When **New opportunity** in Capsule CRM then **Create embedding** in OpenAI

### From OpenAI to Capsule CRM

- When **New batch** in OpenAI then **Add Task** in Capsule CRM
- When **New video** in OpenAI then **Create a new task for organization** in Capsule CRM

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 Capsule CRM and OpenAI

## Triggers and actions 13 triggers · 131 actions

- Trigger

**List projects**

list projects (cases/kases), surfacing new ones over time

- Trigger

**List tasks**

list tasks, surfacing new ones over time

- Trigger

**New case**

Polls for newly created cases in Capsule CRM.

- Trigger

**New opportunity**

Polls for newly created opportunities in Capsule CRM.

- Trigger

**New organization**

Polls for newly created organizations in Capsule CRM.

- Trigger

**New person**

Polls for newly created people in Capsule CRM.

- Trigger

**New task**

Polls for newly created tasks in Capsule CRM.

- Trigger

**New user**

Polls for newly created user accounts in Capsule CRM.

- Action

**Add additional party to opportunity**

add an additional party to an opportunity

- Action

**Add Task**

Add a task in Capsule CRM, optionally linked to a party.

- Action

**Complete a task**

Marks a task as completed in Capsule CRM.

- Action

**Create a case**

Creates a new case (kase) in Capsule CRM, optionally linked to a party.

- Action

**Create a new task for organization**

This action creates a new task for the specified organization.

- Action

**Create an open case for organization**

This action creates a new open case for the specified organization.

- Action

**Create an open case for person**

This action creates a new open case for the specified person.

- Action

**Create an organization**

Creates a new organization party in Capsule CRM.

- Action

**Create a note**

Creates a new note (entry) attached to a party, opportunity, or case in Capsule CRM.

- Action

**Create a person**

Creates a new person party in Capsule CRM.

- Action

**Create a tag for organization**

This action creates a new tag for the specified organization.

- Action

**Create a tag for person**

This action creates a new tag for the specified person.

- Action

**Create entry**

create an activity entry

- Action

**Create opportunity**

create an opportunity

- Action

**Create party**

create a party (person or organization)

- Action

**Create project**

create a project (case)

- Action

**Create tag**

create a tag for an entity type

- Action

**Delete a party**

Deletes a party by id in Capsule CRM.

- Action

**Delete entry**

delete an activity entry

- Action

**Delete opportunity**

delete an opportunity

- Action

**Delete project**

delete a project

- Action

**Delete tag**

delete a tag

- Action

**Delete task**

delete a task

- Action

**Get Party**

Get a party (person or organization) in Capsule CRM, including its custom fields both raw and flattened by field-definition id.

- Action

**List additional parties for opportunity**

list additional parties on an opportunity

- Action

**List cases**

Lists cases (kases) in Capsule CRM.

- Action

**List deleted opportunities**

list deleted opportunities

- Action

**List deleted parties**

list deleted parties

- Action

**List deleted projects**

list deleted projects

- Action

**List employees of party**

list people employed at an organization party

- Action

**List entries by date**

list activity entries by date

- Action

**List entries for entity**

list activity entries for a party/opportunity/project

- Action

**List opportunities**

Lists sales opportunities in Capsule CRM.

- Action

**List opportunities by party**

list opportunities for a party

- Action

**List parties**

Lists parties (people and organizations) in Capsule CRM.

- Action

**List projects associated with opportunity**

list projects associated with an opportunity

- Action

**List projects by party**

list projects for a party

- Action

**List tags**

list tags for an entity type

- Action

**List teams**

list teams

- Action

**List tracks for entity**

list tracks for an entity

- Action

**List users**

list users

- Action

**Remove additional party from opportunity**

remove an additional party from an opportunity

- Action

**Run filter query**

run a saved/ad-hoc filter query for an entity

- Action

**Search opportunities**

search opportunities

- Action

**Search parties**

Searches parties by a free-text query in Capsule CRM.

- Action

**Search projects**

search projects

- Action

**Show current user**

get the authenticated user

- Action

**Show entry**

retrieve an activity entry by ID

- Action

**Show opportunity**

retrieve an opportunity by ID

- Action

**Show project**

retrieve a project by ID

- Action

**Show site config**

get account/site configuration

- Action

**Show tag**

retrieve a tag by ID

- Action

**Show task**

retrieve a task by ID

- Action

**Show user**

retrieve a user by ID

- Action

**Update entry**

update an activity entry

- Action

**Update opportunity**

update an opportunity

- Action

**Update party**

update a party

- Action

**Update project**

update a project

- Action

**Update tag**

update a tag

- Action

**Update task**

update a task

- Action

**Update user**

update a user

- Action

**Upload attachment**

upload an attachment

- 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

- [ **Capsule CRM** Capsule is an online hosted CRM system for individuals, small businesses and sales teams wanting a simple...](https://apiant.ai/connections/capsule-crm)
- [ **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 Capsule CRM

- [ **Capsule CRM to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/capsule-crm-to-hubspot)
- [ **Capsule CRM to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/capsule-crm-to-salesforce)
- [ **Capsule CRM to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/capsule-crm-to-gmail)
- [ **Capsule CRM to Mailchimp** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/capsule-crm-to-mailchimp)
- [ **Capsule CRM to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/capsule-crm-to-stripe)
- [ **Capsule CRM to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/capsule-crm-to-shopify)

## 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

## Capsule CRM and OpenAI, answered

###

### Can the drafted text from OpenAI be attached to the right record in Capsule CRM?

Yes. The agent can read the party with Get Party, send its details to a model with Send model a message, and write the reply back with Create a note on the party, opportunity or case. It can also add a follow-up task on the same record.

###

### What can start a run on the OpenAI side?

OpenAI surfaces new batches, files, models, vector stores and videos as triggers, and each can drive a Capsule CRM action such as Create a case, Add Task or Create a note. Anything beyond those listed triggers would need to start from Capsule CRM instead.

###

### What can start an automation from Capsule CRM?

Any of Capsule CRM's 8 triggers in the catalog, including New case, New opportunity, New person and New organization. Describe the moment in plain language and your agent picks the right one.

###

### What can your agent do in OpenAI when something happens in Capsule CRM?

Any of OpenAI's 69 actions, including Create embedding, Create vector store, Create assistant and Create chat completion. Your agent maps the data both ways and tests every scenario before it ships.

###

### Can it also run from OpenAI to Capsule CRM?

Yes. When something happens in OpenAI, your agent can act in Capsule CRM too. This page covers both directions: OpenAI's triggers and Capsule CRM's actions are listed here as well.

###

### Do I have to build a connector for Capsule CRM 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 Capsule CRM 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.
