How do I find my Last.fm API Key?

Go to the [**Last.fm API account page**](https://www.last.fm/api/account/create), create an API account, and you will find your API Key there. Copy and paste it into the field below.

Can the agent check my top artists for a specific period?

Yes. Use the `get_top_artists` tool providing your username and the desired period (e.g., 'overall', '7day', '1month'). Your agent will return your most-listened artists instantly.

Is it possible to retrieve metadata for a specific track via the agent?

Yes. The `get_track_info` tool allows your agent to fetch complete metadata for any song by providing the artist and track names, including album and listener counts.

Last.fm MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Last.fm
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Last.fm as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="lastfm_agent",
    instruction=(
        "You help users interact with Last.fm "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Last.fm MCP Server

Empower your AI agent to orchestrate your entire music data ecosystem with Last.fm, the world's leading music discovery service. By connecting Last.fm to your agent, you transform complex listening analytics into a natural conversation. Your agent can instantly list your top tracks, audit your favorite artists, and retrieve detailed music metadata without you ever touching a dashboard. Whether you are a dedicated audiophile or a music researcher, your agent acts as a real-time curator, ensuring your musical taste is always quantified and trends are monitored.

Google ADK natively supports Last.fm as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Habit Auditing — List recent tracks and query your most-listened artists, albums, and songs across flexible time periods.
Metadata Oversight — Retrieve detailed information for any artist, album, or track to maintain a deep understanding of your library.
Discovery Monitoring — Browse top tags and charts to identify global music trends and find new inspiration.
Engagement Management — List your loved tracks to stay on top of your personal musical highlights.
Profile Intelligence — Retrieve detailed user metadata and account info to maintain strict organizational control.

The Last.fm MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Last.fm to Google ADK via MCP

Follow these steps to integrate the Last.fm MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Last.fm via MCP

Why Use Google ADK with the Last.fm MCP Server

Google ADK provides unique advantages when paired with Last.fm through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Last.fm

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Last.fm tools with BigQuery, Vertex AI, and Cloud Functions

Last.fm + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Last.fm MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Last.fm and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Last.fm tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Last.fm regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Last.fm

Last.fm MCP Tools for Google ADK (10)

These 10 tools become available when you connect Last.fm to Google ADK via MCP:

get_album_info

Get metadata for an album

get_artist_info

Get metadata for an artist

get_loved_tracks

Get the loved tracks for a user

get_recent_tracks

Get the recent tracks listened to by a user

get_top_albums

Get the top albums for a user

get_top_artists

Get the top artists for a user

get_top_tags

fm based on the provided unique identifier or parameters. Get the top tags on Last.fm

get_top_tracks

Get the top tracks for a user

get_track_info

Get metadata for a track

get_user_info

fm user. Get information about a Last.fm user

Example Prompts for Last.fm in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Last.fm immediately.

"List my top 5 tracks this month on Last.fm."

"Show me my recent tracks for user 'vinkius'."

"Get information about the artist 'Radiohead'."

Troubleshooting Last.fm MCP Server with Google ADK

Common issues when connecting Last.fm to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Last.fm + Google ADK FAQ

Common questions about integrating Last.fm MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.