---
title: "Connect DocuWriter.ai to Chroma Cloud - APIANT.ai"
description: "When \"New Generation\" fires in DocuWriter.ai, your agent runs \"Add records\" in Chroma Cloud."
canonical: "https://apiant.ai/connect/docuwriter-ai-to-chroma-cloud"
---

# Connect DocuWriter.ai to Chroma Cloud

When **New Generation** fires in [DocuWriter.ai](https://apiant.ai/connections/docuwriter-ai), your agent runs **Add records** in [Chroma Cloud](https://apiant.ai/connections/chroma-cloud). Describe the whole flow and it is built, tested on every scenario and kept running.

DocuWriter.ai **1** trigger DocuWriter.ai **9** actions Chroma Cloud **12** actions

What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.

## What do you want DocuWriter.ai and Chroma Cloud 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 DocuWriter.ai can start in Chroma Cloud

- When **New Generation** in DocuWriter.ai then **Add records** in Chroma Cloud
- When **New Generation** in DocuWriter.ai then **Update records** in Chroma Cloud

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 DocuWriter.ai and Chroma Cloud

## Triggers and actions 1 trigger · 21 actions

- Trigger

**New Generation**

Triggers when new generation is created.

- Action

**Add document**

Create a new document within a Space.

- Action

**Add space**

Create a new Space to organize documentation.

- Action

**Delete document**

Delete a document within a Space.

- Action

**Find documents by keyword**

Search for documents within a Space by keyword.

- Action

**Get document**

Retrieve a document within a Space by id.

- Action

**Get generation**

Retrieve a single documentation generation by id, including its status and result.

- Action

**List generations**

List the user's documentation generations.

- Action

**List spaces**

List the user's Spaces (collaborative documentation collections).

- Action

**Update document**

Update an existing document within a Space.

- Action

**Add collection**

/api/v2/tenants/{tenant}/databases/{database}/collections

- Action

**Add database**

/api/v2/tenants/{tenant}/databases - create a database.

- Action

**Add records**

.../collections/{collection_id}/add - add records (ids, embeddings, documents, metadatas).

- Action

**Delete collection**

/api/v2/tenants/{tenant}/databases/{database}/collections/{collection_id}

- Action

**Delete database**

/api/v2/tenants/{tenant}/databases/{database}

- Action

**Delete records**

.../collections/{collection_id}/delete

- Action

**Find records by query**

.../collections/{collection_id}/query - similarity query; also /search for Search records.

- Action

**Fork collection**

.../collections/{collection_id}/fork

- Action

**Get records**

.../collections/{collection_id}/get - fetch records by ids/where filters.

- Action

**Update collection**

/api/v2/tenants/{tenant}/databases/{database}/collections/{collection_id}

- Action

**Update records**

.../collections/{collection_id}/update

- Action

**Upsert records**

.../collections/{collection_id}/upsert

## Each app on its own

- [ **DocuWriter.ai** AI-powered service that generates code documentation, tests, and optimizations from your source code files](https://apiant.ai/connections/docuwriter-ai)
- [ **Chroma Cloud** Hosted serverless vector, hybrid, and full-text search database for AI applications.](https://apiant.ai/connections/chroma-cloud)

Reviews

## What our customers say

## More from DocuWriter.ai

- [ **DocuWriter.ai to Outlook** Outlook is Microsoft's email and calendaring platform integrating contacts and scheduling, enabling users to...](https://apiant.ai/connect/docuwriter-ai-to-outlook)
- [ **DocuWriter.ai to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/docuwriter-ai-to-hubspot)
- [ **DocuWriter.ai to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/docuwriter-ai-to-salesforce)
- [ **DocuWriter.ai to Google Sheets** Google Sheets](https://apiant.ai/connect/docuwriter-ai-to-google-sheets)
- [ **DocuWriter.ai to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/docuwriter-ai-to-gmail)
- [ **DocuWriter.ai to Google Drive** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/docuwriter-ai-to-google-drive)

## More into Chroma Cloud

- [ **HubSpot to Chroma Cloud** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-chroma-cloud)
- [ **Salesforce to Chroma Cloud** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-chroma-cloud)
- [ **Slack to Chroma Cloud** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-chroma-cloud)
- [ **Google Sheets to Chroma Cloud** Google Sheets](https://apiant.ai/connect/google-sheets-to-chroma-cloud)
- [ **Gmail to Chroma Cloud** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-chroma-cloud)
- [ **Google Calendar to Chroma Cloud** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-chroma-cloud)

Questions

## DocuWriter.ai and Chroma Cloud, answered

###

### What can start an automation from DocuWriter.ai?

Any of DocuWriter.ai's 1 trigger in the catalog, including New Generation. Describe the moment in plain language and your agent picks the right one.

###

### What can your agent do in Chroma Cloud when something happens in DocuWriter.ai?

Any of Chroma Cloud's 12 actions, including Update collection, Update records, Add collection and Add database. Your agent maps the data both ways and tests every scenario before it ships.

###

### Can it also run from Chroma Cloud to DocuWriter.ai?

Chroma Cloud has no triggers in the catalog today, so automations start in DocuWriter.ai. If you need the other direction, ask: your agent reads Chroma Cloud's API documentation and adds it.

###

### Do I have to build a connector for DocuWriter.ai or Chroma Cloud?

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 DocuWriter.ai and Chroma Cloud 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.