• VERIFIED
  • VALIDATED
  • DETECTED
  • MANUAL

How to debug live database state with your AI

Connect Convex to your AI client to inspect live data. You can check table states and user records the moment an event triggers.

Ask AI about this page

Short answer

How can I use AI to check my live Convex data?

Your AI runs queries against your Convex tables to pull real-time records. This lets you verify that data changed correctly right after a function runs. You'll see exactly how the database looks in the moment.

Where every issue lands.

Outcomes of live debugging

The AI handles the data fetching so you can focus on the logic.

VERIFIED

Instant state checks

The AI uses run_query to pull the latest table rows. You get a snapshot of the database immediately after an action.

VALIDATED

User record audits

Check specific user profiles to ensure permissions or attributes updated. Your AI finds the exact record you need.

DETECTED

Data mismatches

Compare expected values against what is actually in the table. The AI highlights discrepancies in the live state.

MANUAL

Human intervention

The AI cannot fix broken data or change records. You must decide how to patch the database once the AI finds an error.

The workflow

What your AI does when a query is requested.

The AI acts as a bridge between your chat interface and your live Convex environment.

  1. Identify the target

    Your AI determines which table or specific record needs to be inspected based on your request.

    run_query

  2. Execute the fetch

    The AI runs a query to pull the current state of the requested data from Convex.

    run_query

  3. Analyze the state

    The AI looks through the returned rows to find specific values or missing fields.

    run_query

  4. Report findings

    The AI presents the data in a readable format so you can see if the state is correct.

    run_query

Try it

Copy these to start.

Use these prompts to begin debugging.

Starting points

These are templates. Swap out the table names and field names for your specific Convex schema.

Convex Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MADGSG1GwcjX2nZFJX7QdDYmcBCtd1WoRLCUHsG9/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 — Convex capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "convex-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MADGSG1GwcjX2nZFJX7QdDYmcBCtd1WoRLCUHsG9/mcp"
    }
  }
}
Copy into chat04

  • Run a query to show me the last five entries in the 'messages' table.

  • Check the 'users' table for a record where the email is 'dev@example.com'.

  • Verify if the 'orders' table shows the status as 'completed' for user_id 992.

  • List all documents in the 'logs' table that were created in the last ten minutes.

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

Start here

Connect Convex once, then ask.

Follow the link to link your Convex project. Your credentials stay encrypted, and you can start querying immediately.

Connect Convex to your AI

FAQ

How this task behaves

  • 01

    Can the AI change data in my Convex database?

    No. The AI can only read data using the available tools. It cannot write, update, or delete any records.

  • 02

    Is the data real-time?

    Yes. The AI pulls the current state from your database at the moment you ask the question.

  • 03

    Can the AI delete user records if I ask it to?

    No. There are no tools provided to perform deletions or modifications.

  • 04

    Do I need to write Convex queries myself?

    No. You can describe what you want to see in plain English, and the AI handles the query execution.

  • 05

    Can the AI fix a bug in my Convex functions?

    No. The AI can only inspect the data resulting from your functions. You must fix the code yourself.

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

Connect Convex to Claude, Cursor, ChatGPT & more