How to Use the Last.fm MCP in Google ADK

Q: Can I use Google ADK to search Last.fm tags?

You can. The gettoptags tool provides the data, and your agent interprets the results based on your specific requirements.

Connect Last.fm to Google ADK. Build enterprise-grade agents that analyze your music data on Google Cloud infrastructure.

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Connect Last.fm MCP to Google ADK

Create your Vinkius account to connect Last.fm to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Last.fm with Google ADK

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Deep data integration for Google ADK

Google ADK agents can now query your music history to inform decision-making. By calling `get_user_info`, your agent gains context on your listening volume and profile status. This provides a direct bridge between your music activity and your wider Google Cloud agent environment. It is built for developers who need to incorporate personal data into their automated pipelines.

Automated music auditing for Google ADK

Trigger `get_top_albums` to generate automated reports on your long-term preferences. Your agent processes these lists to identify shifts in your habits over time. This tool is designed for high-frequency access. It keeps your agent's knowledge base current with every new track you play.

Real-time context for Google ADK

Use `get_loved_tracks` to let your agent build a curated list of your favorites. It grabs the data directly from the source for consistent results. This allows your agent to reference specific track metadata whenever you need it. It is a clean way to maintain your music archive within your existing infrastructure.

Setup guide

Set up Last.fm MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Last.fm tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Last.fm_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Last.fm tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Last.fm. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Last.fm MCP in Google ADK

You use the McpToolset to connect to the server endpoint. Once linked, the agent maps the tools directly into its execution registry.

You can. The `get_top_tags` tool provides the data, and your agent interprets the results based on your specific requirements.

Absolutely. The server acts as a read-only pipe for public track information. No sensitive account keys are exposed to the agent model itself.

It is. The server is hosted on the Vinkius network to minimize latency between the request and the data return.

It exposes public listening history, artist metadata, and user stats. Every request is scoped only to the tools you choose to enable.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript

Mastra AI sdk-typescript

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