• DATA
  • SCHEMA
  • ANALYSIS
  • HUMAN

How to query player behavior with your AI

Connect ThinkingData to your AI client to turn raw event logs into instant behavioral insights.

Ask AI about this page

Short answer

How can I query player behavior using my AI?

Your AI uses the ThinkingData connector to pull specific event data and property details on command. You can ask it to calculate conversion rates or find patterns in player actions without writing manual queries. This gives you immediate access to your game's behavioral data.

The outcomes

What you get from your queries

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

DATA

Instant event lookups

The AI pulls specific event logs based on your questions. You get the raw numbers or filtered lists you need for your report.

SCHEMA

Event property mapping

Your agent identifies which properties belong to which events. This ensures the AI uses the correct variables for its calculations.

ANALYSIS

Funnel and behavior logic

The AI interprets player paths and conversion steps. It translates your questions into logic that matches your event structure.

HUMAN

Strategic decision making

The AI provides the data and the math, but you decide what the player behavior actually means for your game design.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your natural language questions and the ThinkingData event stream.

  1. Identify available events

    The AI first checks which events are actually being tracked in your project to ensure it's asking for valid data.

    list_defined_events

  2. Inspect event details

    It looks up the specific properties tied to an event so it knows exactly which variables to use for filtering or grouping.

    get_event_properties

  3. Execute the query

    The AI runs the actual request to pull the specific behavioral data or event counts you asked for.

    query_events

  4. Synthesize findings

    The agent processes the returned data to answer your specific question about player trends or funnel drops.

    query_events

Try it

Copy these to start.

Use these prompts to begin interacting with your ThinkingData events.

Starting points

Swap out the bracketed terms for your actual event names or property keys.

ThinkingData / 数数科技 Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7mJORCNrP18ydJxMazgZnnTvibCa4ej6wVs1Sib6/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 — ThinkingData / 数数科技 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thinkingdata-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7mJORCNrP18ydJxMazgZnnTvibCa4ej6wVs1Sib6/mcp"
    }
  }
}
Copy into chat04

  • List all the defined events currently being tracked in ThinkingData.

  • What are the properties available for the [level_start] event?

  • Query the [purchase] event to show me the total count for the last 24 hours.

  • Show me the conversion rate from [tutorial_start] to [tutorial_complete] using the player ID.

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

Start here

Connect ThinkingData once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start querying data from any MCP-compatible client.

Connect ThinkingData to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my event definitions in ThinkingData?

    No. The AI can only read event lists, properties, and event data. It cannot modify your schema or delete events.

  • 02

    Can the AI create new custom events for me?

    No. The tools only allow the AI to query existing data that has already been sent to ThinkingData.

  • 03

    Does the AI see all my player data?

    The AI only sees the data it retrieves through the specific tools used to answer your prompt.

  • 04

    Can I use this to build real-time dashboards?

    The AI can pull the data needed for a dashboard, but it does not host or render visual dashboard interfaces.

  • 05

    How does the AI know which properties to use in a query?

    It uses the property list retrieved from the event definitions to ensure the query parameters are accurate.

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

Connect ThinkingData / 数数科技 to Claude, Cursor, ChatGPT & more