• CLEANUP
  • AUDIT
  • SAFETY
  • LOGIC

How to manage cloud file retention with your AI

Connect your AI to Azure Blob storage once. From then on, you can use natural language to audit your files and clear out the clutter.

Ask AI about this page

Short answer

How can I use AI to clean up my Azure Blob storage?

You give your AI access to your containers so it can look through your files and delete the ones that meet your specific criteria. This lets you automate your cleanup logic without writing custom scripts. You'll see exactly how the AI identifies and removes files in the breakdown below.

Storage management outcomes

What your AI handles

The results of letting your agent manage your blobs.

CLEANUP

Empty storage

The AI identifies files that match your age or naming rules and removes them. This keeps your container from bloating with useless data.

AUDIT

File inventory

Your agent pulls a list of everything in a container. You get a clear view of what's taking up space before you decide to delete anything.

SAFETY

Human oversight

The AI won't just wipe your data blindly. You can ask it to list the files it intends to delete first so you can approve the action.

LOGIC

Custom rules

Instead of rigid scripts, you use plain English to define what counts as 'old' or 'temporary'. The AI handles the filtering for you.

The workflow

What your AI does when the cleanup command arrives.

The AI moves from scanning your storage to executing deletions based on your instructions.

  1. Scan the container

    The AI looks through the specified Azure Blob Container to see what files are currently sitting there.

    list_blobs

  2. Filter the list

    Your agent compares the file names, sizes, or ages against the rules you provided in your prompt.

    list_blobs

  3. Confirm targets

    The AI presents a summary of the files it found that match your cleanup criteria for your review.

    list_blobs

  4. Remove files

    Once you're satisfied, the AI targets the specific blobs you identified and clears them from the container.

    delete_blob

Try it

Copy these to start.

Use these prompts to begin managing your files.

Starting points

Swap out the container names and file patterns with your actual Azure details.

Azure Blob Container Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KegC9wyMjVWOSEhCaSwb9DkXf1hOZWEJE3EaqGTJ/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 Blob Container capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "azure-blob-container-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KegC9wyMjVWOSEhCaSwb9DkXf1hOZWEJE3EaqGTJ/mcp"
    }
  }
}
Copy into chat04

  • List all the blobs in my 'logs-archive' container so I can see what's in there.

  • Find all files in the 'temp-uploads' container that end in '.tmp' and delete them.

  • Check the 'user-data' container and tell me which files are older than 30 days.

  • Look in the 'backups' container and delete any blobs that start with 'old_backup_'.

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

Start here

Connect Azure Blob Container once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start managing files through your preferred AI client.

Connect Azure Blob Container to your AI

FAQ

How this task behaves

  • 01

    Can the AI create new folders in my container?

    No. This MCP only has tools to list and delete blobs.

  • 02

    Will the AI delete files without asking me?

    The AI only performs deletions when you explicitly instruct it to do so. You can always ask it to list files first to verify them.

  • 03

    Can it delete files based on their size?

    Yes, you can tell your AI to find and remove files that exceed a certain size limit.

  • 04

    Does the AI have permission to change my account settings?

    No. The AI is limited to the specific actions provided by the tools: listing and deleting blobs.

  • 05

    Can I use this to move files between containers?

    No. There is no tool available to move or copy blobs between different containers.

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

Connect Azure Blob Container to Claude, Cursor, ChatGPT & more