What kind of data does this MCP need?

It requires time-series data, typically including time, concentration, and surface area measurements. The more consistent your input data, the more accurate the kinetic analysis will be.

Does this capability tell me if the process is diffusion-limited?

Yes. The MCP includes a function that evaluates the rate-limiting step, helping you distinguish if the process is controlled by external or internal diffusion.

Can I compare multiple kinetic models at once?

You can use the dedicated comparison capability to run a full analysis, providing a comprehensive comparison of all calculated kinetic parameters.

Is this only for chemistry research?

While focused on chemistry, the principles of adsorption kinetics apply to material science and environmental engineering, making it useful for those fields too.

What is the difference between Pseudo-First and Pseudo-Second-Order?

The MCP determines which model best fits your data. Pseudo-First-Order and Pseudo-Second-Order are standard models used to describe the rate of adsorption onto a surface.

How do I determine the best kinetic model?

You can use analyze_pseudo_models to calculate the correlation coefficients for both models, then use compare_kinetic_fits to identify the best fit based on those results.

Can this capability identify if diffusion is the limiting factor?

Yes, the analyze_diffusion_mechanism capability evaluates the intraparticle diffusion to determine if the process is limited by internal or external mass transfer.

What data is required for analysis?

You need time-series data containing concentration and time, the total surface area, and the theoretical equilibrium capacity.

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Connect Adsorption Kinetics Model 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. Pinpoint the exact mechanism controlling surface adsorption.

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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.

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 Adsorption Kinetics Model.

01
Analyze diffusion mechanism
Evaluates whether the rate-limiting step is intraparticle diffusion
02
Calculate adsorption efficiency
Determines how much of the total capacity has been reached at a specific time
03
Analyze pseudo models
Determines if the adsorption process follows Pseudo-First-Order or Pseudo-Second-Order kinetics
04
Compare kinetic fits
Provides a comprehensive comparison of all calculated kinetic parameters

Real work

What teams actually run

Pollutant Removal Study

You are testing activated carbon's ability to remove toxins. Use this MCP to determine the rate-limiting step to improve the material.

Surface Coating Characterization

A material scientist needs to know if a new coating adheres quickly. Run the model to compare kinetic fits and confirm the binding mechanism.

Pharmaceutical Adsorption Research

You are studying drug binding to a carrier matrix. Use the capability to calculate adsorption efficiency at various time points.

Optimizing Filtration Media

An environmental engineer needs to know if a filter's performance is limited by flow (external diffusion) or internal pore structure (intraparticle diffusion).

One connector, every AI

Adsorption Kinetics Model 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 Adsorption Kinetics Model 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.

Adsorption Kinetics Model is checked daily against the live service.

Daily averagePeak 991ms

Oct 3Today

Fastest day: 697ms
Slowest day: 991ms
14-day trend: Stable+4%

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 Adsorption Kinetics Model, so you can see the experience inside your AI.

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

Adsorption Kinetics Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vL0hhfCIl6tHhChxDn3It8lh1uxva5WMTd1w6bwa/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 — Adsorption Kinetics Model capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "adsorption-kinetics-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vL0hhfCIl6tHhChxDn3It8lh1uxva5WMTd1w6bwa/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 Adsorption Kinetics Model in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Adsorption Kinetics Model owners hand off.

This MCP is essential for researchers in chemistry and material science. If your job involves studying how substances interact with surfaces, this capability provides the quantitative data you need. It lets you move beyond simple observation to determining the underlying physical mechanisms.

01
Chemical Engineer
Use this to determine the optimal operating parameters and predict material performance.
02
Material Scientist
Apply it to characterize the adsorption properties of novel materials and surfaces.
03
Environmental Chemist
Determine the efficiency and rate of pollutant removal using adsorption media.

FAQ

Questions Adsorption Kinetics Model owners ask.

01
What kind of data does this MCP need?
It requires time-series data, typically including time, concentration, and surface area measurements. The more consistent your input data, the more accurate the kinetic analysis will be.
02
Does this capability tell me if the process is diffusion-limited?
Yes. The MCP includes a function that evaluates the rate-limiting step, helping you distinguish if the process is controlled by external or internal diffusion.
03
Can I compare multiple kinetic models at once?
You can use the dedicated comparison capability to run a full analysis, providing a comprehensive comparison of all calculated kinetic parameters.
04
Is this only for chemistry research?
While focused on chemistry, the principles of adsorption kinetics apply to material science and environmental engineering, making it useful for those fields too.
05
What is the difference between Pseudo-First and Pseudo-Second-Order?
The MCP determines which model best fits your data. Pseudo-First-Order and Pseudo-Second-Order are standard models used to describe the rate of adsorption onto a surface.
06
How do I determine the best kinetic model?
You can use analyze_pseudo_models to calculate the correlation coefficients for both models, then use compare_kinetic_fits to identify the best fit based on those results.
07
Can this capability identify if diffusion is the limiting factor?
Yes, the analyze_diffusion_mechanism capability evaluates the intraparticle diffusion to determine if the process is limited by internal or external mass transfer.
08
What data is required for analysis?
You need time-series data containing concentration and time, the total surface area, and the theoretical equilibrium capacity.

Explore

More in Chemistry

Connect Adsorption Kinetics Model 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 diffusion mechanism

Calculate adsorption efficiency

Analyze pseudo models

Compare kinetic fits

What teams actually run

Pollutant Removal Study

Surface Coating Characterization

Pharmaceutical Adsorption Research

Optimizing Filtration Media

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

Adsorption Kinetics Model Connector

Claude Desktop

Chemical Engineer

Material Scientist

Environmental Chemist

What kind of data does this MCP need?

Does this capability tell me if the process is diffusion-limited?

Can I compare multiple kinetic models at once?

Is this only for chemistry research?

What is the difference between Pseudo-First and Pseudo-Second-Order?

How do I determine the best kinetic model?

Can this capability identify if diffusion is the limiting factor?

What data is required for analysis?

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