
Connect IR Spectrum Interpreter to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Identify chemical functional groups and structural features from IR peaks.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through IR Spectrum Interpreter.
- 01
Analyze peaks
This capability identifies functional groups and bond types based on the IR peaks you provide.
- 02
Compare spectra
Use this to determine how closely an unknown spectrum matches a known standard.
- 03
Detect anomalies
This capability flags overtone or combination bands to prevent misinterpretation of the data.
- 04
Search fingerprint region
This capability provides high-resolution identification of structural features in the fingerprint region.
Real work
What teams actually run
Unknown Compound Identification
Compare a new spectrum against a library of standards to find a match.
Error Prevention
Use anomaly detection to catch overtone bands that look like real functional groups.
Structural Verification
Search the fingerprint region to confirm specific molecular structures.
Rapid Peak Analysis
Instantly map a list of wavenumbers and intensities to chemical groups.
One connector, every AI
IR Spectrum Interpreter works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put IR Spectrum Interpreter to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
883ms average. Fast in production.
IR Spectrum Interpreter is checked daily against the live service.
- Fastest day
- 712ms
- Slowest day
- 1081ms
- 14-day trend
- Improving-6%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of IR Spectrum Interpreter, so you can see the experience inside your AI.
It does not authenticate your account with IR Spectrum Interpreter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
IR Spectrum Interpreter Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_PuUIddqbZyuawERhDiPbcSUDEMiqda41mFwnKmSt/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — IR Spectrum Interpreter capabilities are ready to use.
{
"mcpServers": {
"ir-spectrum-interpreter-mcp": {
"url": "https://edge.vinkius.com/vk_preview_PuUIddqbZyuawERhDiPbcSUDEMiqda41mFwnKmSt/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up IR Spectrum Interpreter in Claude and other AIs
Who it's for
Built for the work IR Spectrum Interpreter owners hand off.
This MCP is built for professionals working in chemical analysis and molecular research.
- 01
Analytical Chemists
Hand off peak identification and fingerprint region searches to the AI.
- 02
Research Scientists
Use the capability to compare unknown samples against established standards.
- 03
Quality Control Technicians
Let the AI flag anomalies and overtone bands during routine testing.
FAQ
Questions IR Spectrum Interpreter owners ask.
- 01
Which AI clients can use this MCP?
You can use this MCP with any compatible client including Claude, Cursor, Windsurf, and VS Code.
- 02
How does the MCP handle errors in interpretation?
The detect_anomalies capability specifically flags overtone or combination bands that might lead to incorrect conclusions.
- 03
Can I compare an unknown sample to a known standard?
Yes, the compare_spectra capability determines the similarity between an unknown spectrum and a known standard.
- 04
Does this work for fingerprint region analysis?
Yes, the search_fingerprint_region capability provides high-resolution identification of structural features in that specific region.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
- 06
What kind of data does this server require?
The server requires an array of peak objects, each containing a wavenumber (in cm⁻¹) and an intensity (strong, medium, or weak).
- 07
Can I use this to identify specific molecules?
Yes, by using compare_spectra to match your input against known standards or search_fingerprint_region to find specific structural motifs.
- 08
How does it handle potential errors in interpretation?
The detect_anomalies capability specifically flags overtone and combination bands that might otherwise lead to incorrect functional group assignments.
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Connect IR Spectrum Interpreter to Claude, Cursor, ChatGPT & more
