Bring Content Recognition
to LangChain
Create your Vinkius account to connect ACRCloud Music Recognition to LangChain and start using all 5 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 ACRCloud Music Recognition MCP Server?
Connect your AI agent to ACRCloud, the world-leading automatic content recognition (ACR) service. This integration allows you to identify music from audio samples and explore a massive database of tracks, artists, and albums with rich metadata and streaming links.
What you can do
- Music Identification — Send an audio file URL to instantly identify the song, artist, and album using advanced fingerprinting
- Deep Metadata Search — Query the global music database for tracks, albums, and artists using text or codes (ISRC)
- Streaming Links — Automatically retrieve IDs and direct links for Spotify, YouTube, and other major platforms
- Professional Analytics — Get confidence scores and release details for identified audio content
How it works
- Subscribe to this server
- Enter your ACRCloud Access Key, Secret, and Host (available in your ACRCloud dashboard)
- Start identifying and exploring music directly through natural conversation
Who is this for?
- Content Creators — quickly identify background music or check for copyright metadata
- Music App Developers — integrate track identification and metadata retrieval into your AI workflows
- Music Enthusiasts — explore discographies and find streaming links for your favorite tracks
Built-in capabilities (5)
Retrieve detailed metadata for a track using its ISRC code
Identify a song from an audio file URL (e.g., mp3, wav)
Search for music albums by title or artist
Search for music artists by name
Search for music tracks by name, artist, or lyric fragments
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with ACRCloud Music Recognition through native MCP adapters. Connect 5 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine ACRCloud Music Recognition MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across ACRCloud Music Recognition queries for multi-turn workflows
ACRCloud Music Recognition in LangChain
Why run ACRCloud Music Recognition with Vinkius?
The ACRCloud Music Recognition 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 5 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 ACRCloud Music Recognition using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
ACRCloud Music Recognition and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect ACRCloud Music Recognition to LangChain 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
ACRCloud Music Recognition for LangChain
Every request between LangChain and ACRCloud Music Recognition 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 get ACRCloud credentials?
Sign up at the ACRCloud Console, create a 'Music Recognition' project, and you will find your Access Key, Secret, and Host in the project settings.
Which audio formats are supported for identification?
ACRCloud supports most common audio formats including MP3, WAV, AAC, and OGG. The agent will download the file from the provided URL and send it for fingerprinting.
Can I find the ISRC code for a specific track?
Yes! When you identify a song or search for metadata, the acr_music_search tool returns industry-standard identifiers like ISRC, allowing you to track specific recordings across different systems.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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