• SCHEMA
  • STORAGE
  • GAP ANALYSIS
  • HUMAN

How to audit databases and storage with your AI

Connect Appwrite to your AI client to map your backend. Once connected, your agent can crawl your entire data architecture.

Ask AI about this page

Short answer

How can I audit my Appwrite data with AI?

Your AI uses this MCP to pull a full inventory of your databases, collections, and storage buckets. It can also list every file inside your buckets to give you a complete view of your backend. You'll get a clear map of your data organization.

The results.

Where your audit data lands.

The AI organizes the information it finds into these specific categories.

SCHEMA

Database maps

The AI identifies all your databases and their specific collections. You get a structural overview of how your data is organized.

STORAGE

File inventories

The agent lists every bucket and the files sitting inside them. This helps you track down orphaned or misplaced assets.

GAP ANALYSIS

Missing links

By comparing your collections against your storage, the AI flags where data might be missing or misaligned. This highlights structural inconsistencies.

HUMAN

Manual cleanup

The AI identifies the issues, but you still have to go into the Appwrite console to delete or move files. It points you to exactly where the work is needed.

The workflow

What your AI does when the request arrives.

The AI follows a sequence to build a complete picture of your Appwrite project.

  1. Map databases

    The agent starts by pulling a list of all available databases in your project.

    list_databases

  2. Identify collections

    It drills down into each database to find every collection you have created.

    list_collections

  3. Locate buckets

    The AI scans your storage to find all active buckets.

    list_storage_buckets

  4. Inventory files

    It looks inside each bucket to list every file currently stored there.

    list_bucket_files

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are just ways to start the conversation. Swap out the specific names to match your project.

Appwrite Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zNs2dPUpYgiiw8AZe0KSxq2yUczbOakKfsmtXLbe/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 — Appwrite capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "appwrite-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zNs2dPUpYgiiw8AZe0KSxq2yUczbOakKfsmtXLbe/mcp"
    }
  }
}
Copy into chat04

  • List all my Appwrite databases and the collections inside them.

  • Show me all the files currently stored in my 'user_uploads' bucket.

  • Give me a full inventory of my storage buckets and their contents.

  • Check my database structure and tell me how many collections I have in total.

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

Start here

Connect Appwrite once, then ask.

Just link your Appwrite account through Vinkius. Your credentials stay encrypted, and you can immediately start asking your AI about your data.

Connect Appwrite to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete my database collections?

    No. This MCP only provides tools to list and read your data. You must perform any deletions manually in Appwrite.

  • 02

    Can the AI change my file permissions?

    No. The AI can see what files are in your buckets, but it cannot modify permissions or access levels.

  • 03

    Does the AI see the actual content of my files?

    No. The AI can see the file names and metadata within your buckets, but it cannot read the contents of the files themselves.

  • 04

    Can I use this to find large files?

    Yes. Since the AI can list the files in your buckets, you can ask it to identify specific files by name or presence.

  • 05

    Will this work with my existing Appwrite project?

    Yes. Once you connect the MCP, your AI can access any project you have authorized through the connection.

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

Connect Appwrite to Claude, Cursor, ChatGPT & more