• DATA
  • FILES
  • STATS
  • HUMAN

How to audit backend data and storage with your AI

Connect LeanCloud to your AI client once. After that, you can query your database and file storage using natural language.

Ask AI about this page

Short answer

How can I audit my LeanCloud data using AI?

Your AI uses the LeanCloud MCP to pull object lists, fetch specific records, and scan file storage. You get a clear view of your database state and file contents without manually navigating the LeanCloud dashboard. This allows you to spot inconsistencies or missing files instantly.

Where every issue lands.

Audit outcomes

The AI translates your questions into direct data lookups.

DATA

Record verification

The AI pulls specific object details to confirm if data matches your expectations. You can quickly validate user profiles or transaction logs.

FILES

Storage inspection

Your agent lists files in your cloud storage to check for orphaned assets or missing uploads. It maps out your file structure through chat.

STATS

App health checks

Get a high-level view of your application usage and storage footprint. This helps you monitor growth or sudden spikes in data volume.

HUMAN

Manual intervention

The AI identifies discrepancies but won't change your data. You stay in control of all deletions or edits.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your chat interface and your LeanCloud backend.

  1. Scan data classes

    The AI looks through your defined classes to see what objects exist. This is the first step in finding specific records.

    list_objects

  2. Fetch specific records

    Once it finds the right class, the AI pulls the exact details for a single object. This lets you inspect specific user or system entries.

    get_object

  3. Browse cloud files

    The AI looks into your file storage to list what has been uploaded. You can verify if specific assets are present in the cloud.

    list_files

  4. Check app usage

    The AI pulls high-level metrics to give you a sense of your total data footprint. This provides context for your storage needs.

    get_app_stats

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

Replace the bracketed text with your actual class names or file paths.

LeanCloud Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MB9RvNwKz3J4m3Q5Sf7gwyNgMNHMiBTtZ44HIJZj/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 — LeanCloud capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "leancloud-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MB9RvNwKz3J4m3Q5Sf7gwyNgMNHMiBTtZ44HIJZj/mcp"
    }
  }
}
Copy into chat04

  • List all objects in the 'User' class to see recent signups.

  • Get the details for the object with ID 'abc123xyz' in the 'Orders' class.

  • Show me all the files currently stored in my cloud storage.

  • What are the current app stats for my LeanCloud project?

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

Start here

Connect LeanCloud once, then ask.

Just link your account via the Vinkius dashboard. Your credentials stay encrypted, and you can immediately start chatting with your data in your preferred AI client.

Connect LeanCloud to your AI

FAQ

How the audit works

  • 01

    Can the AI delete records in my database?

    No. The current tools only allow the AI to read and list data. You must use the LeanCloud console to perform any deletions or updates.

  • 02

    Can I edit object properties through the chat?

    No. The AI is restricted to read-only actions like fetching and listing. It cannot modify your data.

  • 03

    Does the AI see all my data?

    The AI can access any data class or file that your credentials permit. It only sees what you ask it to look for.

  • 04

    Can I use this with Cursor or Claude?

    Yes. Any MCP-compatible client like Claude, Cursor, or Windsurf can use this connector once it is connected via Vinkius.

  • 05

    How does the AI know which class to look in?

    You tell the AI which class you are interested in. It then uses that information to target the correct objects.

  • More questions about LeanCloud? See everything the LeanCloud Connector can do

Connect LeanCloud to Claude, Cursor, ChatGPT & more