• READ
  • WRITE
  • UPDATE
  • MANUAL

How to manage user profiles with your AI

Connect your AI to your NoSQL database. Once it's live, your agent handles profile updates and metadata changes through simple chat.

Ask AI about this page

Short answer

How can my AI manage user profiles in Cosmos DB?

Your AI uses specific tools to fetch, create, or update user documents in your NoSQL container. You'll see exactly how the data moves in the breakdown below.

Data outcomes

What your data becomes

The specific ways your AI interacts with user records.

READ

Profile retrieval

The AI pulls specific user documents from your container. You get the metadata or settings you asked for immediately.

WRITE

New user setup

Your agent adds new user records to the database. This populates your NoSQL container with fresh profile data.

UPDATE

Setting changes

The AI modifies existing documents. This updates user preferences or profile details without manual database edits.

MANUAL

Human control

You maintain authority over the database schema. The AI handles the records, but you manage the structure.

The workflow

What your AI does when the request arrives.

The AI acts as the bridge between your chat and your NoSQL data.

  1. Locate the user

    The AI searches your container to find the specific profile you mentioned.

    query_documents

  2. Fetch the record

    Once found, the AI pulls the full document to read the current settings.

    get_document

  3. Modify data

    The AI writes the updated metadata or new user info back to the container.

    create_document

  4. Confirm changes

    The AI pulls the document again to ensure the update worked as expected.

    get_document

Try it

Copy these to start.

Use these prompts to begin managing your data.

Starting points

Replace the bracketed text with your actual container names or user IDs.

Azure Cosmos DB Container Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_sR5SFdydHWMVwBi2kmwRkK1Y9eFVwnJ0PxFJe5pj/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Azure Cosmos DB Container capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "azure-cosmos-db-container-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_sR5SFdydHWMVwBi2kmwRkK1Y9eFVwnJ0PxFJe5pj/mcp"
    }
  }
}
Copy into chat04

  • Get the profile details for user ID [user_id] in the [container_name] container.

  • Create a new user profile for [name] with these settings: [json_data].

  • Update the preferences for user [user_id] to set [setting_name] to [value].

  • Find all users in the [container_name] container who have [attribute] set to [value].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Azure Cosmos DB Container once, then ask.

Link your account once. Your credentials stay encrypted on our side, and you can start talking to your database immediately.

Connect Azure Cosmos DB Container to your AI

FAQ

How this task behaves

  • 01

    Can the AI delete user profiles?

    No. There is no tool provided to delete documents, so the AI cannot remove data from your container.

  • 02

    Can the AI change my database schema?

    No. The AI only interacts with the data inside the documents. You must manage the container structure yourself.

  • 03

    How does the AI find a specific user?

    The AI uses a query to scan the container for the specific ID or attribute you mention.

  • 04

    Will the AI overwrite my entire container?

    No. The AI only interacts with specific documents based on the tools it uses.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client supports the Model Context Protocol (MCP).

  • More questions about Azure Cosmos DB Container? The Connector page answers them. See everything the Azure Cosmos DB Container Connector can do

Connect Azure Cosmos DB Container to Claude, Cursor, ChatGPT & more