---
title: "Connect Returnless to Docupanda - APIANT.ai"
description: "When \"Request Created\" fires in Returnless, your agent runs \"Add document\" in Docupanda."
canonical: "https://apiant.ai/connect/returnless-to-docupanda"
---

# Connect Returnless to Docupanda

When **Request Created** fires in [Returnless](https://apiant.ai/connections/returnless), your agent runs **Add document** in [Docupanda](https://apiant.ai/connections/docupanda). Describe the whole flow and it is built, tested on every scenario and kept running.

Returnless **2** triggers Returnless **16** actions Docupanda **14** actions

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

## What do you want Returnless and Docupanda 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 Returnless can start in Docupanda

- When **Request Created** in Returnless then **Add document** in Docupanda
- When **Return Created** in Returnless then **Classify documents** in Docupanda

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 Returnless and Docupanda

## Triggers and actions 2 triggers · 30 actions

- Trigger

**Request Created**

Triggers when a customer creates a new return request that needs approval.

- Trigger

**Return Created**

Triggers when a new return is created, including a request once it is approved.

- Action

**Add note**

Adds an internal note to a return or return request.

- Action

**Add Request**

Creates a return request in Returnless for items from an existing sales order.

- Action

**Approve a Request**

Approves a return request in Returnless so the customer can send the items back.

- Action

**Approve a Request Without Shipment**

Approves a pending return request without a return shipment, so the customer keeps the items.

- Action

**Find customers**

Returns the customers in your Returnless account that match an email address.

- Action

**Find products**

Returns the products in your Returnless account that match a SKU.

- Action

**Find Requests**

Finds a Request in your Returnless account.

- Action

**Find Returns**

Finds returns (return orders) in Returnless by return number.

- Action

**Find sales orders**

Finds sales orders in Returnless by order number.

- Action

**Get customer**

Returns a single Returnless customer by its id.

- Action

**Get Request (By Request ID)**

Returns a single return request (return order) from Returnless by its ID.

- Action

**Get Return (By Return ID)**

Returns a single return in Returnless, with all of its details, by its return ID.

- Action

**Get sales order**

Returns a single sales order by its ID, including its customer, address and order details.

- Action

**List return reasons**

Returns the return reasons configured in your Returnless account.

- Action

**Reject Request**

Rejects a pending return request in Returnless.

- Action

**Update return**

Changes the status of a return, such as Checked, Approved or Resolved.

- Action

**Add class**

Adds a new document class, with a name and description, to your classification taxonomy.

- Action

**Add document**

Submits a document to DocuPipe for processing from a URL or base64 file contents, and returns its document id and job id.

- Action

**Add schema**

Creates a new extraction schema in DocuPanda from a JSON Schema definition, describing the structured data to pull from documents.

- Action

**Classify documents**

Starts a classification job that sorts one or more documents into your classes. Returns the job ID and status.

- Action

**Delete document**

Deletes a document previously submitted to DocuPanda for processing.

- Action

**Find documents**

Finds documents whose filename or document ID matches the search text, optionally within one dataset.

- Action

**Get document**

Returns a processed document, including its processing status, extracted text, pages and metadata.

- Action

**Get job**

Returns a DocuPanda job by its ID, including its status, timestamps and job-type-specific details.

- Action

**Get schema**

Returns a DocuPanda extraction schema by its ID, including its name, JSON schema definition and guidelines.

- Action

**Get standardization**

Returns a standardization's extracted JSON data along with its document, schema, job and metadata details.

- Action

**List classes**

Returns every document class defined in your DocuPipe classification taxonomy.

- Action

**List documents**

Returns the documents submitted to DocuPipe, optionally filtered by dataset and creation date range.

- Action

**List schemas**

Returns the extraction schemas in your DocuPanda account.

- Action

**Standardize documents**

Starts standardizing a document into structured data against a schema (or an auto-generated draft schema). Returns the job and standardization ids.

## Each app on its own

- [ **Returnless** Returnless gives e-commerce businesses a way to get their returns in check.](https://apiant.ai/connections/returnless)
- [ **Docupanda** AI document extraction API that converts unstructured PDFs and scans into structured JSON data.](https://apiant.ai/connections/docupanda)

Reviews

## What our customers say

## More from Returnless

- [ **Returnless to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/returnless-to-salesforce)
- [ **Returnless to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/returnless-to-slack)
- [ **Returnless to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/returnless-to-stripe)
- [ **Returnless to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/returnless-to-shopify)
- [ **Returnless to Trello** Trello is a visual collaboration tool that organizes projects into boards, lists, and cards.](https://apiant.ai/connect/returnless-to-trello)
- [ **Returnless to Zoom** Zoom unifies cloud video conferencing, simple online meetings, group messaging, and a software-based...](https://apiant.ai/connect/returnless-to-zoom)

## More into Docupanda

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

Questions

## Returnless and Docupanda, answered

###

### What can start an automation from Returnless?

Any of Returnless's 2 triggers in the catalog, including Request Created and Return Created. Describe the moment in plain language and your agent picks the right one.

###

### What can your agent do in Docupanda when something happens in Returnless?

Any of Docupanda's 14 actions, including Add class, Add document, Add schema and Classify documents. Your agent maps the data both ways and tests every scenario before it ships.

###

### Can it also run from Docupanda to Returnless?

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

###

### Do I have to build a connector for Returnless or Docupanda?

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 Returnless and Docupanda 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.
