# Unstructured MCP: Use Unstructured in Slack and Email

Source: https://maito.app/integrations/unstructured

Connect the Unstructured MCP server to Maito with one sign-in, and your whole team can use it from Slack or email: “Pull the tables out of this 40-page supplier contract PDF.”

Unstructured turns documents like PDFs and slides into clean, structured data. Connect the Unstructured MCP server to Maito once, and everyone on your team can use Unstructured from Slack, by email, or from Claude, ChatGPT, Cursor, Codex, Grok or Muse. Nobody else has to sign in.

-   Connects in one click
-   Sign in with Unstructured
-   One connection for the whole team
-   Server by [Unstructured](https://unstructured.io/)

Updated October 21, 2026

## What you can ask with Unstructured

Requests to Maito

![Dana](https://maito.app/marketing-avatars/dana.webp)

Dana in Slack

Pull the tables out of this 40-page supplier contract PDF.

![Sam](https://maito.app/marketing-avatars/sam.webp)

Sam by email

Convert these scanned invoices into structured data with totals and dates.

Maito uses Unstructured to do the work and replies where you asked.

## How to connect Unstructured

Open Connections in your workspace and choose Connect next to Unstructured. You sign in to Unstructured in a new tab, and that's the whole setup. Name the account and choose Workspace under who can use it. That's the only time anyone signs in: your whole team, shared chats and Loops can use Unstructured from then on. Or skip ahead and ask for the work: Maito sends you a link if Unstructured isn't connected yet.

## Questions

### What is the Unstructured MCP server URL?

Unstructured publishes it at https://mcp.transform.unstructured.io/, and it signs in with OAuth, so there's no key to copy.

### Can I use the Unstructured MCP server from Slack?

Yes. Connect it to Maito once, then mention Maito in any Slack channel or send it a direct message. The same connection works by email and from Claude, ChatGPT, Cursor, Codex, Grok or Muse.

### Does everyone on my team have to connect Unstructured?

No. One person connects it once and chooses Workspace. Then everyone in the workspace, shared chats and Loops can use Unstructured, without signing in themselves. Choose Only me instead to keep it to your own chats.

### Do I have to connect Unstructured before I ask?

No. If a request needs Unstructured and it isn't connected yet, your agent sends you a link. Connect it, and the work picks up where it stopped.

### Can I limit what Maito does in Unstructured?

Yes. After you connect, turn off any Unstructured tools you don't want Maito to use, such as the ones that change data. Tools Unstructured adds later stay off until you turn them on.

## Also in Docs and files

-   [Supermemory Supermemory saves documents, notes and memories you can search later.](https://maito.app/integrations/supermemory)
-   [Notion Notion is your team's docs, wikis and databases.](https://maito.app/integrations/notion)
-   [Atlassian Atlassian's connector covers Jira, Confluence, Bitbucket and Loom, with your existing permissions.](https://maito.app/integrations/atlassian)
-   [Airtable Airtable holds structured data in bases your team builds.](https://maito.app/integrations/airtable)
-   [Dropbox Dropbox stores and shares your team's files.](https://maito.app/integrations/dropbox)
-   [Adobe Experience Manager Adobe Experience Manager holds your website content, pages and assets.](https://maito.app/integrations/adobe-experience-manager)

[See all integrations](https://maito.app/integrations)

## Put your AI employee to work.

Set it up in minutes. Connect Unstructured, then hand Maito the first job.

[Put Maito to work](https://maito.app/login?returnTo=%2Fintegrations%2Funstructured)[Book a demo](https://cal.com/ddubovetzky/chat-with-the-founder)