What kind of data does this MCP process?

It processes raw mass-to-charge (m/z) data, including peak intensities and isotopic ratios.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

How does it identify elements like Chlorine?

The MCP uses the estimate_elemental_composition capability to look at isotopic ratios in the spectrum.

Does it help with molecular structure?

Yes, the identify_fragmentation_pathways capability helps the AI suggest how a molecule breaks down structurally.

What if my data is noisy?

You can use the validate_spectral_integrity capability to check if your data is suitable for scientific interpretation.

What kind of data does this capability require?

The capability requires a list of mass-to-charge (m/z) peaks and their corresponding intensities to perform calculations like analyze_peaks.

Can it identify specific elements?

Yes, by using estimate_elemental_composition, the capability analyzes isotopic patterns to predict the presence of elements like Chlorine or Bromine.

How does it handle fragmentation?

The identify_fragmentation_pathways capability analyzes the relationship between the molecular ion and lower-mass peaks to suggest structural breakdowns.

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Connect Mass 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. Turn raw mass-to-charge data into structural insights.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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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.

V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Mass Spectrum Interpreter.

01
Analyze peaks
This capability calculates fundamental spectral characteristics from your raw data. It identifies molecular ions, base peaks, and molecular weights.
02
Estimate elemental composition
This capability predicts the presence of specific elements like Chlorine or Bromine. It does this by analyzing isotopic ratios within the spectrum.
03
Identify fragmentation pathways
This capability suggests structural breakdowns of a molecule. It looks at the relationship between the molecular ion and lower-mass peaks.
04
Validate spectral integrity
This capability checks your input data for quality. It ensures the data is suitable for accurate scientific interpretation.

Real work

What teams actually run

Unknown Compound Identification

Feed raw peak data to your agent to determine molecular weight and possible elemental makeup.

Structural Elucidation

Use fragmentation pathway capabilities to understand how a specific molecular ion breaks into smaller pieces.

Isotopic Pattern Recognition

Quickly detect the presence of halogens like Chlorine by analyzing M+2 peak intensities.

Data Quality Assurance

Run a validation check on new spectral datasets to ensure they are clean enough for research.

One connector, every AI

Mass 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.

Building your own app? The connector is yours to use.

You don't need a client to put Mass 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

890ms average. Fast in production.

Mass Spectrum Interpreter is checked daily against the live service.

Daily averagePeak 1131ms

Oct 3Today

Fastest day: 762ms
Slowest day: 1131ms
14-day trend: Slowing+37%

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 Mass Spectrum Interpreter, so you can see the experience inside your AI.

It does not authenticate your account with Mass Spectrum Interpreter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Mass Spectrum Interpreter Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_QPiY2cOgyJCee0ynjGShA1DR6durOCiJ2TJHSPco/mcp

Claude 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 — Mass Spectrum Interpreter capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "mass-spectrum-interpreter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QPiY2cOgyJCee0ynjGShA1DR6durOCiJ2TJHSPco/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 Mass Spectrum Interpreter in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mass Spectrum Interpreter owners hand off.

This MCP is built for professionals working in analytical chemistry and molecular research who need to automate data interpretation.

01
Analytical Chemists
Hand off raw mass spectrometry data to the AI to quickly identify molecular weights and elemental signatures.
02
Research Scientists
Use the agent to suggest structural breakdowns and fragmentation pathways for unknown compounds.
03
Quality Control Technicians
Delegate spectral integrity checks to the AI to ensure data meets scientific standards.

FAQ

Questions Mass Spectrum Interpreter owners ask.

01
What kind of data does this MCP process?
It processes raw mass-to-charge (m/z) data, including peak intensities and isotopic ratios.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
03
How does it identify elements like Chlorine?
The MCP uses the estimate_elemental_composition capability to look at isotopic ratios in the spectrum.
04
Does it help with molecular structure?
Yes, the identify_fragmentation_pathways capability helps the AI suggest how a molecule breaks down structurally.
05
What if my data is noisy?
You can use the validate_spectral_integrity capability to check if your data is suitable for scientific interpretation.
06
What kind of data does this capability require?
The capability requires a list of mass-to-charge (m/z) peaks and their corresponding intensities to perform calculations like analyze_peaks.
07
Can it identify specific elements?
Yes, by using estimate_elemental_composition, the capability analyzes isotopic patterns to predict the presence of elements like Chlorine or Bromine.
08
How does it handle fragmentation?
The identify_fragmentation_pathways capability analyzes the relationship between the molecular ion and lower-mass peaks to suggest structural breakdowns.

Explore

More in Science

Connect Mass Spectrum Interpreter to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze peaks

Estimate elemental composition

Identify fragmentation pathways

Validate spectral integrity

What teams actually run

Unknown Compound Identification

Structural Elucidation

Isotopic Pattern Recognition

Data Quality Assurance

Building your own app? The connector is yours to use.

Mass Spectrum Interpreter Connector

Claude Desktop

Analytical Chemists

Research Scientists

Quality Control Technicians

What kind of data does this MCP process?

Can I use this with Claude or Cursor?

How does it identify elements like Chlorine?

Does it help with molecular structure?

What if my data is noisy?

What kind of data does this capability require?

Can it identify specific elements?

How does it handle fragmentation?

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