Bring Audio Fingerprinting
to LangChain
Create your Vinkius account to connect AcoustID 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 AcoustID MCP Server?
Connect to AcoustID and identify music from audio fingerprints through natural conversation — no API key needed for basic use.
What you can do
- Song Identification — Identify songs from audio fingerprints (like Shazam)
- Recording Search — Search for recordings by name, artist or MusicBrainz ID
- MBID Lookup — Find all AcoustIDs linked to a MusicBrainz recording
- Metadata Lookup — Get full metadata for recordings including artists and release groups
- Fingerprint Submission — Submit new audio fingerprints to expand the database
How it works
- Subscribe to this server
- No API key needed for basic lookups
- Start identifying songs from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Music Apps — integrate song identification into audio players and streaming services
- Researchers — analyze audio fingerprints and MusicBrainz recording data
- Music Enthusiasts — identify unknown songs and explore recording metadata
Built-in capabilities (5)
Returns all associated MusicBrainz recordings, artists, release groups and fingerprints linked to this AcoustID. Get full metadata for a recording by AcoustID
Returns matching recordings from the AcoustID database with song titles, artists, MusicBrainz IDs and match confidence scores. Requires the fingerprint string and audio duration in seconds. Use meta="recordings" for full recording details. Identify a song by audio fingerprint
Returns all AcoustID fingerprints linked to that MusicBrainz recording, useful for finding multiple audio fingerprints of the same song. Search for AcoustIDs by MusicBrainz ID
Returns matching recordings with AcoustID, MusicBrainz ID, title and artist name. Useful for finding the AcoustID of a known song. Search for recordings by name and/or artist
Requires the Chromaprint fingerprint string and audio duration. Optionally include recording name and artist for new songs. Returns the newly created AcoustID. Submit an audio fingerprint to AcoustID
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with AcoustID 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 AcoustID 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 AcoustID queries for multi-turn workflows
AcoustID in LangChain
Why run AcoustID with Vinkius?
The AcoustID 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 AcoustID using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
AcoustID and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect AcoustID 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
AcoustID for LangChain
Every request between LangChain and AcoustID 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
Do I need an API key?
No! AcoustID's public API works without authentication using a default client key for basic lookups.
How does audio fingerprinting work?
AcoustID uses Chromaprint (fpcalc) to generate a fingerprint from audio. This fingerprint is matched against the database to identify the song. You need to run fpcalc on an audio file to get the fingerprint string.
What is MusicBrainz?
MusicBrainz is an open music encyclopedia that collects music metadata. AcoustID links audio fingerprints to MusicBrainz recordings, enabling song identification through the MusicBrainz ID (MBID).
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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