--- title: "Connect Airparser and Returnless - APIANT.ai" description: "When \"Document Parsed\" fires in Airparser, your agent runs \"Find customers\" in Returnless." canonical: "https://apiant.ai/connect/airparser-to-returnless" --- # Connect Airparser and Returnless When **Document Parsed** fires in [Airparser](https://apiant.ai/connections/airparser), your agent runs **Find customers** in [Returnless](https://apiant.ai/connections/returnless), or **Request Created** in Returnless to **Extract Data From a Document** in Airparser. Describe the whole flow and it is built, tested on every scenario and kept running. Airparser **1** trigger Airparser **9** actions Returnless **2** triggers Returnless **16** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Airparser and Returnless 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 Airparser and Returnless can do together ### From Airparser to Returnless - When **Document Parsed** in Airparser then **Find customers** in Returnless - When **Document Parsed** in Airparser then **Add note** in Returnless ### From Returnless to Airparser - When **Request Created** in Returnless then **Extract Data From a Document** in Airparser - When **Return Created** in Returnless then **Extract Data From a Document (Async)** in Airparser 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 Airparser and Returnless ## Triggers and actions 3 triggers · 25 actions - Trigger **Document Parsed** Triggers when Airparser finishes parsing a document in the chosen inbox, giving you the extracted data. - Action **Create an Inbox** Creates a new Airparser inbox that documents can be sent to for parsing. - Action **Create or Update Extraction Schema** Sets which fields Airparser should pull out of documents sent to an inbox, replacing whatever schema was there before. - Action **Delete an Inbox** Deletes an Airparser inbox and the documents stored in it. - Action **Extract Data From a Document** Sends a document to an Airparser inbox, waits for it to be parsed, and returns the extracted data. - Action **Extract Data From a Document (Async)** Sends a document to an Airparser inbox and returns straight away without waiting for parsing. Use the Document Parsed trigger or Get Document to pick up the result. - Action **Get a Document** Returns a parsed Airparser document, including the data extracted from it. - Action **Get an Inbox** Returns one Airparser inbox with its settings, its email address prefix and its current extraction schema. - Action **List Documents** Lists the documents in an Airparser inbox, with the data extracted from each one. - Action **List Inboxes** Lists all the Airparser inboxes in the connected account. - 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. ## Each app on its own - [ **Airparser** Airparser is an LLM-powered data extraction tool that extracts structured data from emails, PDFs, documents...](https://apiant.ai/connections/airparser) - [ **Returnless** Returnless gives e-commerce businesses a way to get their returns in check.](https://apiant.ai/connections/returnless) Reviews ## What our customers say ## More from Airparser - [ **Airparser to Action1** Action1 is an autonomous endpoint management platform -cloud-native, scalable, secure, set up in 5 minutes...](https://apiant.ai/connect/airparser-to-action1) - [ **Airparser to Algebras** Algebras is an agentic machine translation engine empowered with LLMs, supporting 100k+ language translation...](https://apiant.ai/connect/airparser-to-algebras) - [ **Airparser to PassEngine** PassEngine is a platform for creating and managing virtual membership cards and QR passes for events...](https://apiant.ai/connect/airparser-to-passengine) - [ **Airparser to Password Pusher** Creates encrypted, self-destructing links for one-time sharing of passwords and sensitive text or files.](https://apiant.ai/connect/airparser-to-password-pusher) - [ **Airparser to Pickaxe** Pickaxe is a simple, no-code platform to build, launch, and sell AI products.](https://apiant.ai/connect/airparser-to-pickaxe) - [ **Airparser to Transport for Los Angeles, US** LA Metro's developer API publishes real-time and static data for bus and rail service in Los Angeles County.](https://apiant.ai/connect/airparser-to-transport-for-los-angeles-us) ## More into Returnless - [ **HubSpot to Returnless** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-returnless) - [ **Google Sheets to Returnless** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-returnless) - [ **Gmail to Returnless** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-returnless) - [ **Google Calendar to Returnless** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-returnless) - [ **Google Drive to Returnless** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-returnless) - [ **Mailchimp to Returnless** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-returnless) Questions ## Airparser and Returnless, answered ### ### What can start an automation from Airparser? Any of Airparser's 1 trigger in the catalog, including Document Parsed. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Returnless when something happens in Airparser? Any of Returnless's 16 actions, including Update return, Add note, Add Request and Approve a Request. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Returnless to Airparser? Yes. When something happens in Returnless, your agent can act in Airparser too. This page covers both directions: Returnless's triggers and Airparser's actions are listed here as well. ### ### Do I have to build a connector for Airparser or Returnless? 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 Airparser and Returnless 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.