What mathematical models does this MCP use?

The MCP uses Arrhenius kinetics to model chemical degradation and calculate rate constants.

Can I account for pH changes in my stability models?

Yes, you can use the apply_formulation_adjustments capability to modify predictions based on pH or excipient presence.

Which AI clients can I use with this MCP?

You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

How do I calculate activation energy?

You can use the estimate_activation_energy capability by providing multiple temperature-dependent data points to your agent.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP, so you can use it immediately after connecting your client.

How do I calculate the shelf life of a drug?

You can use the predict_shelf_life capability by providing the initial concentration, the calculated rate constant, the reaction order, and the intended storage temperature.

Can I account for pH changes in my stability model?

Yes, the apply_formulation_adjustments capability allows you to modify the rate constant based on the pH level and the optimal pH for stability.

What reaction orders are supported?

The server supports both ZERO_ORDER and FIRST_ORDER reaction models.

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Connect Drug Stability Kinetics 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. Predict pharmaceutical shelf life and degradation rates with kinetic modeling.

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.

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 Drug Stability Kinetics.

01
Estimate activation energy
This capability calculates the energy barrier required for degradation by analyzing multiple temperature data points.
02
Apply formulation adjustments
Use this to modify predicted degradation behavior based on environmental factors like pH or the presence of specific excipients.
03
Calculate rate constant
This capability determines the specific speed of chemical degradation at a given temperature.
04
Predict shelf life
This capability estimates how long a drug remains potent when stored at a specific temperature.

Real work

What teams actually run

Shelf Life Estimation

Predict how long a compound stays within potency limits at refrigerated or room temperature storage.

Formulation Optimization

Adjust the model for pH or excipients to see how changes affect the degradation rate.

Kinetic Parameter Determination

Calculate activation energy using rate constants gathered from multiple temperature studies.

Stability Testing Analysis

Convert raw concentration and time data into specific degradation rate constants.

One connector, every AI

Drug Stability Kinetics 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 Drug Stability Kinetics 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

875ms average. Fast in production.

Drug Stability Kinetics is checked daily against the live service.

Daily averagePeak 1130ms

Oct 3Today

Fastest day: 667ms
Slowest day: 1130ms
14-day trend: Slowing+32%

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 Drug Stability Kinetics, so you can see the experience inside your AI.

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

Drug Stability Kinetics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IClk9Qh1R8xVNNnzXKZXKrCx7zQjN6uPq8T4J7WC/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 — Drug Stability Kinetics capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "drug-stability-kinetics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IClk9Qh1R8xVNNnzXKZXKrCx7zQjN6uPq8T4J7WC/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 Drug Stability Kinetics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Drug Stability Kinetics owners hand off.

This MCP is built for professionals working in pharmaceutical development and chemical research.

01
Formulation Scientists
They hand off stability data to the AI to predict how new formulations will behave over time.
02
Analytical Chemists
They use the capability to calculate kinetic parameters from experimental temperature data.
03
Quality Control Researchers
They rely on these models to establish shelf life and storage requirements for drug products.

FAQ

Questions Drug Stability Kinetics owners ask.

01
What mathematical models does this MCP use?
The MCP uses Arrhenius kinetics to model chemical degradation and calculate rate constants.
02
Can I account for pH changes in my stability models?
Yes, you can use the apply_formulation_adjustments capability to modify predictions based on pH or excipient presence.
03
Which AI clients can I use with this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
04
How do I calculate activation energy?
You can use the estimate_activation_energy capability by providing multiple temperature-dependent data points to your agent.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP, so you can use it immediately after connecting your client.
06
How do I calculate the shelf life of a drug?
You can use the predict_shelf_life capability by providing the initial concentration, the calculated rate constant, the reaction order, and the intended storage temperature.
07
Can I account for pH changes in my stability model?
Yes, the apply_formulation_adjustments capability allows you to modify the rate constant based on the pH level and the optimal pH for stability.
08
What reaction orders are supported?
The server supports both ZERO_ORDER and FIRST_ORDER reaction models.

Explore

More in Science

Connect Drug Stability Kinetics 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

Estimate activation energy

Apply formulation adjustments

Calculate rate constant

Predict shelf life

What teams actually run

Shelf Life Estimation

Formulation Optimization

Kinetic Parameter Determination

Stability Testing Analysis

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

Drug Stability Kinetics Connector

Claude Desktop

Formulation Scientists

Analytical Chemists

Quality Control Researchers

What mathematical models does this MCP use?

Can I account for pH changes in my stability models?

Which AI clients can I use with this MCP?

How do I calculate activation energy?

Do I need to host the MCP myself?

How do I calculate the shelf life of a drug?

Can I account for pH changes in my stability model?

What reaction orders are supported?

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