What can this MCP calculate?

It calculates absorbance, concentration, molar absorptivity, and theoretical detection limits like LOD and LOQ.

Does it handle non-linear data?

Yes, the MCP includes logic to identify non-linear deviations that occur at high concentrations.

Which AI clients can use this?

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

How do I get the detection limits?

You provide the molar absorptivity, path length, and instrument noise to the estimate_detection_limits capability.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.

What can this capability calculate?

It can calculate absorbance, solution concentration, molar absorptivity, and the theoretical limits of detection (LOD) and quantification (LOQ).

Does it account for concentration deviations?

Yes, the calculate_absorbance and calculate_concentration capabilities include logic to flag when results may be inaccurate due to high-concentration deviations from the linear Beer-Lambert relationship.

How do I connect this to my AI client?

You can connect this server to Cursor, VS Code, Claude Desktop, or Windsurf using your personal Connection Token from the Vinkius dashboard via Vinkius Edge.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Beer Lambert Law Calculator 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. Handle complex spectroscopy math directly within your AI client.

Ask AI about this Connector

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.

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 Beer-Lambert Calculator.

01
Calculate absorbance
This capability finds the absorbance value using concentration, molar absorptivity, and path length.
02
Calculate concentration
Use this to find the concentration of an unknown solution when you have the measured absorbance.
03
Calculate molar absorptivity
This capability determines the molar absorptivity of a substance based on its concentration and absorbance.
04
Estimate detection limits
This capability calculates theoretical LOD and LOQ based on your instrument sensitivity.

Real work

What teams actually run

Unknown Concentration Testing

You provide the absorbance and molar absorptivity to find the exact concentration of a sample.

Instrument Calibration

Use the detection limit capability to see if your instrument can actually see the concentrations you are targeting.

Substance Characterization

Determine the molar absorptivity of a new compound by providing concentration and absorbance data.

Data Validation

Check if your high-concentration readings are still following the Beer-Lambert Law.

One connector, every AI

Beer-Lambert 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.

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

You don't need a client to put Beer-Lambert 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

868ms average. Fast in production.

Beer-Lambert Calculator is checked daily against the live service.

Daily averagePeak 1057ms

Oct 3Today

Fastest day: 665ms
Slowest day: 1057ms
14-day trend: Slowing+20%

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 Beer-Lambert Calculator, so you can see the experience inside your AI.

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

Beer-Lambert Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VL8acJicawa5LojUpfXIhLo2Kpuwq86oKCrj6rMU/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 — Beer-Lambert Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "beer-lambert-law-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VL8acJicawa5LojUpfXIhLo2Kpuwq86oKCrj6rMU/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 Beer-Lambert Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Beer-Lambert Calculator owners hand off.

This MCP is built for professionals working with spectroscopic data and chemical analysis.

01
Analytical Chemists
They hand off raw absorbance data to the agent for rapid concentration calculations.
02
Lab Technicians
They use the agent to quickly check detection limits and instrument sensitivity.
03
Research Scientists
They use the capability to verify molar absorptivity during substance characterization.

FAQ

Questions Beer-Lambert Calculator owners ask.

01
What can this MCP calculate?
It calculates absorbance, concentration, molar absorptivity, and theoretical detection limits like LOD and LOQ.
02
Does it handle non-linear data?
Yes, the MCP includes logic to identify non-linear deviations that occur at high concentrations.
03
Which AI clients can use this?
You can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.
04
How do I get the detection limits?
You provide the molar absorptivity, path length, and instrument noise to the estimate_detection_limits capability.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.
06
What can this capability calculate?
It can calculate absorbance, solution concentration, molar absorptivity, and the theoretical limits of detection (LOD) and quantification (LOQ).
07
Does it account for concentration deviations?
Yes, the calculate_absorbance and calculate_concentration capabilities include logic to flag when results may be inaccurate due to high-concentration deviations from the linear Beer-Lambert relationship.
08
How do I connect this to my AI client?
You can connect this server to Cursor, VS Code, Claude Desktop, or Windsurf using your personal Connection Token from the Vinkius dashboard via Vinkius Edge.

Explore

More in Science

Connect Beer-Lambert Calculator 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

Calculate absorbance

Calculate concentration

Calculate molar absorptivity

Estimate detection limits

What teams actually run

Unknown Concentration Testing

Instrument Calibration

Substance Characterization

Data Validation

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

Beer-Lambert Calculator Connector

Claude Desktop

Analytical Chemists

Lab Technicians

Research Scientists

What can this MCP calculate?

Does it handle non-linear data?

Which AI clients can use this?

How do I get the detection limits?

Do I need to host this myself?

What can this capability calculate?

Does it account for concentration deviations?

How do I connect this to my AI client?

Gas Law Calculator AI Connector

Spectroscopy Wavelength Calculator AI Connector

Coordination Chemistry Calculator AI Connector

Aquarium Water Chemistry Calculator AI Connector

Suggestions

Advanced Math Evaluator AI Connector

Pro-Labore Tax Calculator AI Connector

Farm Labor Cost Calculator AI Connector

Lawn Seed Quantity Calculator AI Connector