• RANKINGS
  • TRACKS
  • GENRES
  • HUMAN

How to summarize Spotify music history with your AI

Connect your Spotify data exports to your AI client. Once connected, your agent can analyze every song you've played to find patterns and favorites.

Ask AI about this page

Short answer

How can I use AI to analyze my Spotify history?

Upload your Spotify data exports and use your AI to run analysis on the files. You'll get ranked lists of your most played artists, tracks, and genres. Here is what you'll get.

The outcomes

What your data becomes

Your AI turns raw JSON or CSV exports into clear, organized insights.

RANKINGS

Top artist lists

The AI identifies your most frequent listeners. You get a clean list of the artists you've played most often.

TRACKS

Favorite song counts

Your agent counts every play to find your actual top tracks. This goes beyond just what you recently played.

GENRES

Genre breakdowns

The AI groups your listening habits into specific genres. You'll see exactly what sounds you gravitate toward.

HUMAN

Custom playlists

The AI can't build the playlist in your Spotify app for you. You'll need to take the suggested track lists and add them to your library manually.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of reading through messy export files so you don't have to.

  1. Read exports

    Your agent opens the Spotify data files you've downloaded. It reads the raw playback logs to prepare for analysis.

    parse_spotify_history

  2. Aggregate data

    The AI counts every instance of a specific artist or song. It builds a frequency map of your entire listening history.

    parse_spotify_history

  3. Identify trends

    Your agent looks for patterns in your listening habits. It can find which genres dominated specific months or years.

    parse_spotify_history

  4. Format lists

    The AI organizes the findings into readable formats. You can ask for simple lists or detailed tables of your top music.

    parse_spotify_history

Try it

Copy these to start.

Use these prompts once you've connected the parser.

Starting points

These are starting points. Replace the bracketed info with your specific needs.

Spotify Listening History Parser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SZcwckYRckPicpg8UyHeMbWZDomWQEWPEcit1eOB/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 — Spotify Listening History Parser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "spotify-listening-history-parser-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SZcwckYRckPicpg8UyHeMbWZDomWQEWPEcit1eOB/mcp"
    }
  }
}
Copy into chat04

  • Based on my Spotify history, who are my top 10 most played artists?

  • List my top 5 most played tracks from my recent history.

  • What are the main genres I have listened to according to these files?

  • Create a ranked list of the songs I played most in 2023.

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

Start here

Connect Spotify Listening History Parser once, then ask.

Click the link to connect the MCP to your client. Your login credentials stay encrypted, and you can find the full tool list on the Connector page.

Connect Spotify Listening History Parser to your AI

FAQ

Common questions

  • 01

    Can the AI add songs directly to my Spotify account?

    No. The AI can only read your exported data and suggest lists. You have to add songs to your playlists yourself.

  • 02

    Do I need to give the AI my Spotify password?

    No. You provide your data exports, and the connection is handled securely through Vinkius.

  • 03

    Can the AI change my Spotify settings?

    No. This tool is read-only for your data exports. It cannot modify your account, privacy settings, or playback preferences.

  • 04

    What kind of files does the AI need?

    The AI needs the data files you download from your Spotify account settings.

  • 05

    Can it analyze my 'Wrapped' data?

    Yes, as long as you provide the data exports that contain your listening history.

  • More questions about Spotify Listening History Parser? The Connector page answers them. See everything the Spotify Listening History Parser Connector can do

Connect Spotify Listening History Parser to Claude, Cursor, ChatGPT & more