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Connect Thin Film Thickness 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. Get precise material properties from optical measurement data.

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 Thin Film Calculator.

  1. 01

    Analyze ellipsometry data

    This capability processes ellipsometry measurements to find film thickness and optical constants like n and k.

  2. 02

    Calculate multilayer thickness

    Use this to resolve the specific thickness of every individual layer within a complex multi-stack system.

  3. 03

    Calculate single layer thickness

    This capability calculates the thickness of a single uniform thin film using interference data.

  4. 04

    Validate optical constants

    This capability checks if your provided refractive index and extinction coefficient values are physically plausible.

Real work

What teams actually run

01

Coating Quality Control

Verify that a single layer of a coating meets thickness specifications using interference data.

02

Multi-layer Stack Analysis

Determine the thickness of each layer in a complex optical stack from ellipsometry measurements.

03

Material Characterization

Extract the refractive index and extinction coefficient for new thin-film materials.

04

Data Validation

Check if experimental n and k values make sense for the material being studied.

One connector, every AI

Thin Film 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 Thin Film 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

917ms average. Fast in production.

Thin Film Calculator is checked daily against the live service.

Daily averagePeak 1106ms
Oct 3Today
Fastest day
725ms
Slowest day
1106ms
14-day trend
Slowing+27%

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

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

Thin Film Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_CG1BGsOnZupWQ359z86sYeDbOwOyRFgDo7awU5YE/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 — Thin Film Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thin-film-thickness-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_CG1BGsOnZupWQ359z86sYeDbOwOyRFgDo7awU5YE/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 Thin Film Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Thin Film Calculator owners hand off.

This MCP is built for researchers and engineers working with optical coatings and thin-film characterization.

  • 01

    Materials Scientists

    They hand off raw measurement data to the AI to quickly determine material properties.

  • 02

    Optical Engineers

    They use the capability to model coating thicknesses and refractive indices.

  • 03

    Thin Film Technicians

    They use it to validate if measured optical constants are within expected physical limits.

FAQ

Questions Thin Film Calculator owners ask.

  • 01

    What kind of data does this MCP accept?

    It accepts interferometry and ellipsometry data, including wavelengths, intensities, psi, and delta values.

  • 02

    Can I use this for multi-layer coatings?

    Yes, the calculate_multilayer_thickness capability is specifically designed to resolve individual layers in complex stacks.

  • 03

    How do I know if my refractive index values are correct?

    You can use the validate_optical_constants capability to check if your n and k values are physically plausible.

  • 04

    Which AI clients can use this MCP?

    Any MCP-compatible client like Claude, Cursor, or Windsurf can use this capability once connected via Vinkius.

  • 05

    Does this capability calculate the extinction coefficient?

    Yes, the ellipsometry analysis capability provides both the refractive index and the extinction coefficient.

  • 06

    What kind of data is required for thickness calculation?

    For single layers, you need arrays of wavelengths and interference intensities. For ellipsometry, you need psi and delta values along with wavelengths.

  • 07

    Can I analyze multi-layer stacks?

    Yes, the calculate_multilayer_thickness capability is designed to resolve individual thicknesses within a complex multi-stack system.

  • 08

    How do I verify if my optical constants are correct?

    You can use the validate_optical_constants capability to check if the refractive index and extinction coefficient are physically plausible.

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