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Connect Spectroscopy Wavelength Calculator to your AI

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. Perform precise spectral unit conversions and energy calculations.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Spectroscopy Calculator.

  1. 01

    Calculate energy from wavelength

    This capability calculates the energy required for a specific spectroscopic transition when you provide a known wavelength.

  2. 02

    Calculate wavelength from energy

    Use this capability to find the wavelength of light that corresponds to a specific energy level transition.

  3. 03

    Convert spectral units

    This capability handles the conversion between the four primary spectral measurements.

  4. 04

    Get transition characteristics

    This capability provides the expected spectral range and typical energy scales for a given type of transition.

Real work

What teams actually run

01

Electronic Transition Analysis

Your agent calculates the energy needed for specific electronic transitions based on wavelength data.

02

Wavenumber to Wavelength Conversion

The AI converts wavenumber measurements into wavelength values for easier comparison.

03

Spectral Range Identification

You ask the agent to determine the typical energy scale for a specific type of molecular transition.

04

Data Normalization

The agent converts various spectral measurements into a single consistent unit for analysis.

One connector, every AI

Spectroscopy Calculator 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Spectroscopy Calculator 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

647ms average. Fast in production.

Spectroscopy Calculator is checked daily against the live service.

Daily averagePeak 797ms
Oct 3Today
Fastest day
565ms
Slowest day
797ms
14-day trend
Stable+3%

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 Spectroscopy Calculator, so you can see the experience inside your AI.

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

Spectroscopy Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xTm8qaADmFfSKeNPUWxi4XMk9bbKkUmmdTMkkr7e/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Spectroscopy Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "spectroscopy-wavelength-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xTm8qaADmFfSKeNPUWxi4XMk9bbKkUmmdTMkkr7e/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 Spectroscopy Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Spectroscopy Calculator owners hand off.

This MCP is built for professionals and students in the physical sciences who need to perform rapid spectral calculations.

  • 01

    Research Scientists

    They hand off complex spectroscopic data to their agent to perform quick unit conversions.

  • 02

    Chemistry Students

    They use the agent to verify energy levels and wavelength calculations for coursework.

  • 03

    Physics Researchers

    They rely on the agent to map electromagnetic radiation properties across different scales.

FAQ

Questions Spectroscopy Calculator owners ask.

  • 01

    What units can this MCP convert?

    It converts between energy, frequency, wavelength, and wavenumber.

  • 02

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 03

    Does it support vibrational transitions?

    Yes, it can provide the energy scales and spectral ranges for vibrational transitions.

  • 04

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you.

  • 05

    Can I use this for electronic transitions?

    Yes, the capability is designed to handle electronic, vibrational, and rotational transitions.

  • 06

    What types of transitions can I calculate?

    You can calculate electronic, vibrational, and rotational transitions.

  • 07

    How do I convert between different spectral units?

    Use the convert_spectral_units capability to transform values between energy, frequency, wavelength, and wavenumber.

  • 08

    Can I find the energy of a specific wavelength?

    Yes, use the calculate_energy_from_wavelength capability by providing the wavelength in meters and the transition type.

Explore

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