What models does this MCP use for calculations?

The MCP uses the Owens-Wendt (OWRK) and Fowkes models to determine surface energy components.

Can I check if my measurements are accurate?

Yes. You can use the validate_measurement_consistency capability to check if your contact angle data is physically consistent with the OWRK model.

What kind of output can I expect?

You get specific values like total surface energy, dispersive/polar components, work of adhesion, and spreading coefficients.

Does this work with any AI client?

It works with any MCP-compatible client like Claude, Cursor, or Windsurf.

How do I determine the wettability regime?

You can use the analyze_wettability_regime capability to categorize the behavior of your liquid-solid pair.

What models are used for surface energy calculation?

The server implements the Owens-Wendt-Rabel-Kaelble (OWRK) and Fowkes models to solve for dispersive and polar components.

How many liquids are required for surface energy determination?

At least two liquids with known surface tension components are required to solve the OWRK equations via calculate_surface_energy.

Can I check if my measurements are physically consistent?

Yes, the validate_measurement_consistency capability checks if your contact angles and surface tension components align with the OWRK model.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Wettability Contact Angle Analyzer 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. Turn contact angle measurements into precise surface energy data.

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 Wettability Analyzer.

01
Analyze wettability regime
This capability classifies the wettability behavior of a specific liquid-solid pair. It tells you if the interaction falls into a specific regime based on your data.
02
Calculate adhesion metrics
Use this to find the work of adhesion and the spreading coefficient. It works for any specific liquid on a known surface.
03
Calculate surface energy
This capability determines total surface energy and breaks it down into components. It uses the OWRK and Fowkes models to get the job done.
04
Validate measurement consistency
This capability checks your work. It verifies if your contact angle measurements and surface tension components are physically consistent with the OWRK model.

Real work

What teams actually run

Coating Development

Calculate the work of adhesion to predict how well a liquid coating will stick to a substrate.

Surface Characterization

Determine the dispersive and polar components of a new material's surface energy.

Quality Control

Use the validation capability to ensure contact angle measurements are physically plausible.

Wettability Testing

Quickly identify if a liquid-solid pair will result in a wetting or non-wetting regime.

One connector, every AI

Wettability Analyzer 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 Wettability Analyzer 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

908ms average. Fast in production.

Wettability Analyzer is checked daily against the live service.

Daily averagePeak 1047ms

Oct 3Today

Fastest day: 665ms
Slowest day: 1047ms
14-day trend: Slowing+8%

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 Wettability Analyzer, so you can see the experience inside your AI.

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

Wettability Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_AIvo8FqSuVEuU3ZkYuDtRE1P1x8c8xsjbPFUaakN/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 — Wettability Analyzer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "wettability-contact-angle-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AIvo8FqSuVEuU3ZkYuDtRE1P1x8c8xsjbPFUaakN/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 Wettability Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wettability Analyzer owners hand off.

This MCP is built for professionals working in materials science and surface chemistry. You can hand off raw measurement data to your agent to get processed physical constants.

01
Materials Scientist
You provide contact angle data and let the agent calculate surface energy components.
02
Surface Chemist
You use the capability to determine adhesion strength and spreading coefficients for new coatings.
03
Chemical Engineer
You check the consistency of experimental measurements against established physical models.

FAQ

Questions Wettability Analyzer owners ask.

01
What models does this MCP use for calculations?
The MCP uses the Owens-Wendt (OWRK) and Fowkes models to determine surface energy components.
02
Can I check if my measurements are accurate?
Yes. You can use the validate_measurement_consistency capability to check if your contact angle data is physically consistent with the OWRK model.
03
What kind of output can I expect?
You get specific values like total surface energy, dispersive/polar components, work of adhesion, and spreading coefficients.
04
Does this work with any AI client?
It works with any MCP-compatible client like Claude, Cursor, or Windsurf.
05
How do I determine the wettability regime?
You can use the analyze_wettability_regime capability to categorize the behavior of your liquid-solid pair.
06
What models are used for surface energy calculation?
The server implements the Owens-Wendt-Rabel-Kaelble (OWRK) and Fowkes models to solve for dispersive and polar components.
07
How many liquids are required for surface energy determination?
At least two liquids with known surface tension components are required to solve the OWRK equations via calculate_surface_energy.
08
Can I check if my measurements are physically consistent?
Yes, the validate_measurement_consistency capability checks if your contact angles and surface tension components align with the OWRK model.

Explore

More in Science

Connect Wettability Analyzer 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 wettability regime

Calculate adhesion metrics

Calculate surface energy

Validate measurement consistency

What teams actually run

Coating Development

Surface Characterization

Quality Control

Wettability Testing

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

Wettability Analyzer Connector

Claude Desktop

Materials Scientist

Surface Chemist

Chemical Engineer

What models does this MCP use for calculations?

Can I check if my measurements are accurate?

What kind of output can I expect?

Does this work with any AI client?

How do I determine the wettability regime?

What models are used for surface energy calculation?

How many liquids are required for surface energy determination?

Can I check if my measurements are physically consistent?

Nanoparticle Surface Area Analyzer AI Connector

Surface Binding Energy Engine AI Connector

Surface Tension Calculator AI Connector

Surface Area Measurement AI Connector

Suggestions

EIA State Energy — U.S. Regional Energy Data AI Connector

EIA Full Access — U.S. Energy Intelligence AI Connector

EIA Energy Outlook — Forecasts & Projections AI Connector

U.S. EIA Energy Data AI Connector