• VALIDATION
  • DATA INTEGRITY
  • ERROR DETECTION
  • HUMAN ACTION

How to audit custom event tracking with your AI

Connect TalkingData to your AI client to pull live event logs and validate your tracking implementation.

Ask AI about this page

Short answer

How do I audit my custom event tracking using AI?

Your agent pulls live event logs and compares the actual data payloads against your expected event schema. You'll see exactly which triggers are firing and which properties are missing or incorrect.

Audit outcomes.

Where your findings land.

The AI processes the raw stream into actionable insights.

VALIDATION

Trigger verification

The AI checks if specific event names exist in your stream. You get a clear list of what is actually firing.

DATA INTEGRITY

Payload inspection

Your agent pulls the raw data for a specific event. You can see if the properties and values are correct.

ERROR DETECTION

Missing event alerts

The AI identifies gaps where expected events aren't appearing in the logs. You'll know exactly which triggers failed.

HUMAN ACTION

Code fixes

The AI identifies the discrepancy, but you must go into your app code to fix the broken trigger.

The workflow

What your AI does when the audit starts.

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

  1. Map the event schema

    The AI pulls a full list of all currently registered event names to establish a baseline.

    list_events

  2. Inspect event payloads

    Once you pick an event, the AI fetches the actual data packets sent by your users.

    get_event_data

  3. Compare against specs

    The AI looks at the live data and compares it to the event properties you expect to see.

    get_event_data

  4. Report discrepancies

    The AI summarizes which events are missing or which properties have the wrong data types.

    list_eventsget_event_data

Try it

Copy these to start.

Direct prompts to trigger the audit.

Starting points

Replace the bracketed text with your specific event names or app identifiers.

TalkingData Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_AzjRWV67UIdBaI75MIRQWdNLQX6sTiHS706EJhLm/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 — TalkingData capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "talkingdata-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AzjRWV67UIdBaI75MIRQWdNLQX6sTiHS706EJhLm/mcp"
    }
  }
}
Copy into chat04

  • List all the custom events currently being tracked in my app.

  • Get the recent event data for the 'button_click' event to check the payload.

  • Check if the 'purchase_complete' event has been firing in the last hour.

  • Compare the properties in the 'user_signup' event data against my requirements.

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

Start here

Connect TalkingData once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking questions about your data.

Connect TalkingData to your AI

FAQ

How the audit behaves

  • 01

    Can the AI fix my tracking code automatically?

    No. The AI can identify that an event isn't firing, but you have to manually update your application code to fix it.

  • 02

    Can the AI delete old event data?

    No. The tools only allow the AI to list and retrieve event data. It cannot modify or delete anything in TalkingData.

  • 03

    Does the AI see all my user's personal information?

    The AI only sees the event data that is sent to TalkingData. It cannot access your user database or other private systems.

  • 04

    How real-time is the data?

    The AI queries the live event stream, so you are looking at the data as it is being ingested by TalkingData.

  • 05

    Can I use this to create new custom events?

    No. This MCP is for auditing and inspecting existing data. It does not have the capability to register or create new event definitions.

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

Connect TalkingData to Claude, Cursor, ChatGPT & more