• TRENDS
  • FAVORITES
  • DISCOVERY
  • HUMAN

How to analyze your listening habits with your AI

Connect Last.fm to your AI client to turn your raw playback data into personal music insights.

Ask AI about this page

Short answer

How can I use my AI to audit my music history?

Your AI pulls your top artists, albums, and tracks directly from Last.fm to map out your musical evolution. You can then ask it to find patterns in your genre shifts or suggest new music based on your actual habits. You'll get a clear view of your listening patterns.

The results you get

What your data reveals

The AI processes your history into these specific insights.

TRENDS

Identify listening shifts

The AI looks at your recent activity to see how your taste has changed lately. You'll see which genres or artists are currently dominating your rotation.

FAVORITES

Map your all-time peaks

By pulling your top performers, the AI identifies the core pillars of your music library. You get a clear view of your most played artists and albums.

DISCOVERY

Get smarter recommendations

Instead of generic suggestions, your AI uses your specific history to find music you'll actually like. It acts as a personalized curator based on your real data.

HUMAN

Refine your own taste

The AI provides the data, but you decide what it means. You'll use these insights to manually curate playlists or decide which musical eras to revisit.

The workflow

What your AI does when the data arrives.

The AI uses specific Last.fm tools to build a profile of your musical life.

  1. Check recent activity

    The AI looks at what you've been playing lately to understand your current mood and rotation.

    get_recent_tracks

  2. Identify top performers

    It scans your history to find the artists you've listened to most over time.

    get_top_artists

  3. Analyze album depth

    The AI pulls your most frequent albums to see which specific records define your taste.

    get_top_albums

  4. Pinpoint favorite songs

    It gathers your most played tracks to identify the specific songs that drive your listening habits.

    get_top_tracks

Try it

Copy these to start.

Paste these into your chat to begin the analysis.

Starting points

These are starting points. Swap out the specific artist or genre names to match your own history.

Last.fm Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_beHavK7nwxizmMuLrmdU4kwNI6A7SwuBs2pZxfsU/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 — Last.fm capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "lastfm-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_beHavK7nwxizmMuLrmdU4kwNI6A7SwuBs2pZxfsU/mcp"
    }
  }
}
Copy into chat04

  • Look at my recent tracks and tell me what genre I've been leaning into lately.

  • Based on my top artists, suggest five underground artists I might enjoy.

  • Compare my top albums from this year to my top albums of all time to see how my taste has changed.

  • List my top 10 tracks and find a common thread between them.

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

Start here

Connect Last.fm once, then ask.

Just link your account through the Vinkius interface. Your login stays encrypted, and you can immediately start asking questions about your music.

Connect Last.fm to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my Last.fm profile?

    No. The AI can only read your data to perform analysis. It cannot edit your profile, change your scrobbles, or delete your history.

  • 02

    Does the AI know what I'm listening to right now?

    Yes, it can see your most recent activity through the recent tracks tool.

  • 03

    Can the AI create playlists on Spotify for me?

    No. This connector only reads data from Last.fm. It cannot interact with Spotify or any other music streaming service.

  • 04

    How far back does the AI look?

    The AI's reach depends on your Last.fm history. It uses the specific top artists and albums data available in your account.

  • 05

    Will my data be shared with anyone else?

    No. Your connection is private between your AI client and the Last.fm data via the Vinkius host.

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

Connect Last.fm to Claude, Cursor, ChatGPT & more