Bring Music Discovery
to CrewAI
Create your Vinkius account to connect Last.fm to CrewAI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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.
How it works
- Subscribe to this server
- Enter your Last.fm API Key
- Start managing your music data through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Music Enthusiasts — monitor listening stats and top charts straight from your workflow.
- Curation Teams — verify if track and artist metadata are correctly identified and categorized.
- Research Analysts — perform rapid audits of music trends and user habits without manual dashboard logins.
- Operations Leads — automate music querying to orchestrate cross-functional creative teams smoothly.
Built-in capabilities (10)
Get metadata for an album
Get metadata for an artist
Get the loved tracks for a user
Get the recent tracks listened to by a user
Get the top albums for a user
Get the top artists for a user
fm based on the provided unique identifier or parameters. Get the top tags on Last.fm
Get the top tracks for a user
Get metadata for a track
fm user. Get information about a Last.fm user
Why CrewAI?
When paired with CrewAI, Last.fm becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call Last.fm tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.
- —
Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools
- —
CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the
mcpsparameter and agents auto-discover every available tool at runtime - —
Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls
- —
Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports
Last.fm in CrewAI
Why run Last.fm with Vinkius?
The Last.fm connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Last.fm using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Last.fm and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Last.fm to CrewAI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Last.fm for CrewAI
Every request between CrewAI and Last.fm is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my Last.fm API Key?
Go to the Last.fm API account page, 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.
How does CrewAI discover and connect to MCP tools?
CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.
Can different agents in the same crew use different MCP servers?
Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.
What happens when an MCP tool call fails during a crew run?
CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.
Can CrewAI agents call multiple MCP tools in parallel?
CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.
Can I run CrewAI crews on a schedule (cron)?
Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.
MCP tools not discovered
Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.
Agent not using tools
Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".
Timeout errors
CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.
Rate limiting or 429 errors
Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.
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