• STATUS
  • CONFIG
  • FIX
  • HUMAN

How to monitor data source health with your AI

Connect Redash once. From then on, your agent handles connection checks and configuration updates through your chat interface.

Ask AI about this page

Short answer

Can my AI check if my Redash data sources are working?

Yes. Your agent uses Redash tools to test connections, pull current settings, and update configurations. You get a clear view of your data layer's status without leaving your chat.

The outcomes.

Where your data status lands.

The AI categorizes every check and update into these four results.

STATUS

Connection health checks

The AI runs tests to see if your data sources are reachable. You get a clear pass or fail status.

CONFIG

Current setting audits

Your agent pulls the exact parameters for any data source. This helps you spot misconfigurations immediately.

FIX

Configuration updates

When a setting is wrong, the AI applies the fix. It updates the data source to match your requirements.

HUMAN

Manual intervention

If a connection fails due to invalid credentials, the AI flags it. You'll need to step in and provide the correct login info.

The workflow

What your AI does when a connection fails.

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

  1. Verify connectivity

    The agent attempts to reach the data source to confirm it is live.

    test_data_source

  2. Inspect settings

    It pulls the specific configuration details for a given source.

    get_data_source

  3. Apply fixes

    The AI modifies the data source parameters to resolve errors.

    update_data_source

  4. Report status

    The agent summarizes the health of your data layer in your chat.

    get_data_source

Try it

Copy these to start.

Use these prompts to trigger the Redash tools.

Starting points

These are opening lines. Swap the bracketed text for your actual Redash names.

Redash Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rRCXZFALibUsor8N9CjThd5ZlbvdaN0QeviiaDQu/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 — Redash capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "redash-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rRCXZFALibUsor8N9CjThd5ZlbvdaN0QeviiaDQu/mcp"
    }
  }
}
Copy into chat04

  • Test the connection for my [PostgreSQL] data source in Redash.

  • Show me the current configuration for the [Marketing Analytics] source.

  • Update the [Sales DB] data source with this new connection string: [URL].

  • Check if all my Redash data sources are currently active.

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

Start here

Connect Redash once, then ask.

Click the link to connect. Your credentials stay encrypted on our side, and the full walkthrough lives on the Connector page.

Connect Redash to your AI

FAQ

How this task behaves.

  • 01

    Can the AI create new data sources in Redash?

    No. The AI can only test, retrieve, or update existing data sources.

  • 02

    Will the AI change my Redash passwords?

    No. The AI can update configuration settings, but it cannot manage user account passwords.

  • 03

    How does the AI know if a connection failed?

    It uses the test tool to attempt a handshake with the source and reports the specific error it receives.

  • 04

    Can the AI run SQL queries in Redash?

    No. This specific task is limited to managing the health and settings of the data sources themselves.

  • 05

    Does the AI need my Redash login?

    You provide the connection once via Vinkius. The AI uses that secure connection to perform actions for you.

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

Connect Redash to Claude, Cursor, ChatGPT & more