• VIOLATIONS
  • INVENTORY
  • LOGS
  • HUMAN

How to audit database access with your AI

Connect the SQL Parser AST Engine once. From then on, your AI can dissect any SQL query to find exactly which tables and columns are being touched.

Ask AI about this page

Short answer

How can I audit database access with my AI?

Your AI uses the SQL Parser AST Engine to pull specific tables and columns from raw SQL strings. This lets you verify that queries follow your data governance policies. You get a clear breakdown of data usage patterns.

Where your findings land.

Audit outcomes.

The AI sorts its analysis into these categories.

VIOLATIONS

Policy breach alerts

The AI flags queries that touch restricted tables or sensitive columns. You get a direct list of access attempts that break your rules.

INVENTORY

Data usage maps

The AI extracts a list of every table and column used in a query. You get a clear view of your data footprint.

LOGS

Structured audit trails

The AI organizes query metadata into clean lists. You can use these to document access for compliance reviews.

HUMAN

Manual review needed

The AI identifies complex or ambiguous queries it can't fully categorize. You decide if these require a closer look.

The workflow

What your AI does when a query arrives.

The AI acts as a specialized parser to turn raw text into structured data.

  1. Parse the SQL

    The AI takes a raw SQL string and converts it into a logical tree structure. This makes the query's intent readable.

    parse_sql

  2. Extract objects

    The AI scans the parsed tree to find every table and column name. It isolates the data targets from the query logic.

    parse_sql

  3. Check compliance

    The AI compares the extracted list against your governance rules. It looks for unauthorized access to sensitive data.

    parse_sql

  4. Report hits

    The AI isolates the specific queries that violate your policies. It presents these findings for your review.

    parse_sql

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

Replace the bracketed text with your actual SQL code or specific column names.

SQL Parser AST Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IaMB6VbtA33IOGoYDwunOjWljHqHTke8wZBDmmAY/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 — SQL Parser AST Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sql-parser-ast-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IaMB6VbtA33IOGoYDwunOjWljHqHTke8wZBDmmAY/mcp"
    }
  }
}
Copy into chat04

  • Parse this SQL query and list all the tables and columns being accessed: [insert SQL here]

  • Check this query against my PII policy: [insert SQL here]

  • Extract all column names from this batch of queries: [insert SQL code]

  • Identify any queries in this list that access the 'users' table: [insert SQL code]

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

Start here

Connect SQL Parser AST Engine once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted on our side, and you can start auditing immediately.

Connect SQL Parser AST Engine to your AI

FAQ

How this task behaves.

  • 01

    Can the AI execute these SQL queries?

    No. The AI only parses the text of the queries you provide. It cannot run commands against your database.

  • 02

    Does the AI see my actual table data?

    No. The AI only sees the structure of the SQL statements, such as table and column names.

  • 03

    Can the AI fix broken SQL queries?

    No. The AI identifies the structure of the query, but it does not rewrite or repair the code for you.

  • 04

    Can it audit my entire database automatically?

    No. The AI only analyzes the specific SQL queries you paste into the chat or provide through your client.

  • 05

    Can the AI delete or modify my database?

    No. This MCP is a read-only parser. It has no capability to interact with or change your database content.

  • More questions about SQL Parser AST Engine? The Connector page answers them. See everything the SQL Parser AST Engine Connector can do

Connect SQL Parser AST Engine to Claude, Cursor, ChatGPT & more