• STRUCTURE
  • VIEWS
  • ERRORS
  • HUMAN

How to audit database schemas with your AI

Connect StarRocks to your agent to let it scan your architecture. Once connected, your AI pulls structural details directly from your clusters.

Ask AI about this page

Short answer

How can I audit my StarRocks schema with AI?

Your agent pulls database lists, table structures, and materialized view definitions to verify your setup. You get a clear view of your data layout through natural language. This breakdown shows how it works.

Audit outcomes

What you find

The results of a schema scan.

STRUCTURE

Schema validation

The AI pulls table definitions and column types. You can quickly spot mismatched data types or missing constraints.

VIEWS

Materialized view checks

Your agent lists all existing views. This helps you confirm that your pre-aggregated data layers are actually present.

ERRORS

Architecture gaps

The AI identifies missing tables or unexpected database names. It flags where your physical layout deviates from your design.

HUMAN

Manual fixes

The AI identifies the issues but cannot change them. You remain in control of all DDL and DML operations.

The workflow

What your AI does when the request arrives.

The agent follows a logical path to map your StarRocks environment.

  1. Map the environment

    The agent starts by identifying all available databases in your cluster.

    list_databases

  2. Locate tables

    It drills down into specific databases to find the relevant tables for your audit.

    list_tables

  3. Inspect structure

    The agent pulls the exact column names and data types for the tables you are auditing.

    get_table_schema

  4. Verify views

    It checks for the existence of materialized views to ensure your performance layers are intact.

    list_mvs

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are opening lines. Swap out the database or table names for your actual StarRocks identifiers.

StarRocks Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bhPoKhzny8myTwStxuxPah44hAT7Sn8O3RSNdBbS/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 — StarRocks capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "starrocks-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bhPoKhzny8myTwStxuxPah44hAT7Sn8O3RSNdBbS/mcp"
    }
  }
}
Copy into chat04

  • List all databases in my StarRocks cluster so I can see the current setup.

  • Check the schema for the 'sales_data' table and tell me if any columns are missing.

  • Find all materialized views in the 'analytics' database.

  • List all tables in the 'user_logs' database and summarize their structures.

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

Start here

Connect StarRocks once, then ask.

Just provide your connection details. Vinkius handles the hosting and keeps your credentials secure. You can find the full setup guide on the Connector page.

Connect StarRocks to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change my table structures?

    No. The AI can only read schema information. It cannot execute ALTER, CREATE, or DROP commands.

  • 02

    Can the AI delete any data?

    No. This MCP is read-only for schema inspection. It has no tools to delete tables or rows.

  • 03

    Does the AI see my actual row data?

    No. The tools provided only allow the AI to see the metadata and structure, not the contents of the tables.

  • 04

    How does the AI know which tables to check?

    It uses the list tools to discover what exists, then inspects the specific tables you ask about.

  • 05

    Can I use this with any AI client?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

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

Connect StarRocks to Claude, Cursor, ChatGPT & more