
Connect Surface Area Measurement 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 gas adsorption data into precise material surface area measurements.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Surface Area Measurement.
- 01
Get bet constants
Retrieves physical constants for specific gases. Your agent uses this to get the molecular cross-sectional area and saturation vapor pressure for gases like nitrogen.
- 02
Calculate linear bet region
Identifies the optimal relative pressure range. This capability finds the valid P/P0 range required for accurate BET equation application.
- 03
Calculate specific surface area
Produces the final surface area measurement. It converts the calculated monolayer capacity into the specific surface area in m²/g.
- 04
Compute bet parameters
Calculates fundamental BET constants. It determines the C constant and the monolayer capacity from your data.
Real work
What teams actually run
Catalyst Characterization
Use the agent to determine the surface area of new catalyst materials from adsorption data.
Adsorbent Testing
Calculate the monolayer capacity of various porous materials.
Isotherm Analysis
Identify the valid relative pressure range for specific experimental datasets.
Gas Property Lookup
Quickly get molecular cross-sectional areas for nitrogen or other gases.
One connector, every AI
Surface Area Measurement 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Surface Area Measurement 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
885ms average. Fast in production.
Surface Area Measurement is checked daily against the live service.
- Fastest day
- 658ms
- Slowest day
- 1157ms
- 14-day trend
- Slowing+12%
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 Surface Area Measurement, so you can see the experience inside your AI.
It does not authenticate your account with Surface Area Measurement. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Surface Area Measurement Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_r3vkx6zLRsR0DMT1IJ5vYA1xZSb4PMOMtIFCYjaR/mcpClaude 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 — Surface Area Measurement capabilities are ready to use.
{
"mcpServers": {
"surface-area-measurement-mcp": {
"url": "https://edge.vinkius.com/vk_preview_r3vkx6zLRsR0DMT1IJ5vYA1xZSb4PMOMtIFCYjaR/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 Surface Area Measurement in Claude and other AIs
Who it's for
Built for the work Surface Area Measurement owners hand off.
This MCP is designed for professionals working in material science and chemical engineering who need to analyze adsorption data.
- 01
Material Scientists
They hand off raw adsorption isotherm data to the agent for rapid BET analysis.
- 02
Chemical Engineers
They use the agent to quickly verify surface area properties of catalysts or adsorbents.
- 03
Lab Researchers
They automate the calculation of physical constants and monolayer capacities.
FAQ
Questions Surface Area Measurement owners ask.
- 01
What gases can I use with this MCP?
The MCP includes constants for gases like nitrogen. You can use any gas for which the physical constants are available in the toolset.
- 02
How do I use this with Claude or Cursor?
You connect to the Vinkius-hosted MCP once. After that, your AI client can call the BET calculation capabilities directly during your chat sessions.
- 03
What is the output unit for surface area?
The final specific surface area is provided in m²/g.
- 04
Can the agent find the linear BET region for me?
Yes, the calculate_linear_bet_region capability allows your agent to identify the optimal relative pressure range for your data.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
- 06
What is BET theory?
BET (Brunauer-Emmett-Teller) theory is a physical model used to determine the specific surface area of particulate solids by measuring how gas molecules adsorb onto the surface at various pressures.
- 07
Which gases are supported?
The server supports standard gases used in adsorption experiments, such as nitrogen, argon, and carbon dioxide, via the get_bet_constants capability.
- 08
How do I calculate the final surface area?
You can use the calculate_specific_surface_area capability by providing the monolayer capacity, the molecular cross-sectional area, and the sample mass.
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Connect Surface Area Measurement to Claude, Cursor, ChatGPT & more
