
Connect Reaction Rate 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. Solve complex chemical kinetics problems with your AI client.
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 Reaction Rate Calculator.
- 01
Calculate half life
This capability finds the time required for a reactant's concentration to drop by half. It is useful for determining the stability of a substance.
- 02
Calculate rate parameters
This capability determines the reaction order and the rate constant from your experimental concentration and time data. It turns raw data points into a kinetic model.
- 03
Generate rate profile
This capability creates a series of concentration values over a specific time range. It allows your agent to model the entire progress of a reaction.
- 04
Predict concentration
This capability calculates the concentration of a reactant at a specific future or past time point. Use it to estimate how much material remains after a set duration.
Real work
What teams actually run
Determining Reaction Order
Input a set of time and concentration measurements to find if a reaction is zero, first, or second order.
Predicting Reactant Depletion
Estimate the concentration of a reactant at a specific time to plan further experimental steps.
Stability Testing
Calculate the half-life of a chemical species to understand its rate of decay.
Reaction Progress Modeling
Generate a full profile of concentration changes to visualize how a reaction proceeds over a set interval.
One connector, every AI
Reaction Rate 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.
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 Reaction Rate 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
888ms average. Fast in production.
Reaction Rate Calculator is checked daily against the live service.
- Fastest day
- 720ms
- Slowest day
- 1123ms
- 14-day trend
- Slowing+26%
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 Reaction Rate Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Reaction Rate Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Reaction Rate Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_VBCMfCyhjERXp7emvFQa5BAAFu4S2Y9z0bZmXgFw/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 — Reaction Rate Calculator capabilities are ready to use.
{
"mcpServers": {
"reaction-rate-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_VBCMfCyhjERXp7emvFQa5BAAFu4S2Y9z0bZmXgFw/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 Reaction Rate Calculator in Claude and other AIs
Who it's for
Built for the work Reaction Rate Calculator owners hand off.
This MCP is designed for researchers and students working with chemical kinetics. It automates the mathematical modeling of reaction rates.
- 01
Chemical Researchers
They hand off experimental concentration-time data to the AI to quickly identify rate laws.
- 02
Laboratory Technicians
They use the capability to predict how much reactant will be left after a specific reaction time.
- 03
Chemistry Students
They use the capability to verify their manual kinetic calculations and model reaction progress.
FAQ
Questions Reaction Rate Calculator owners ask.
- 01
What kind of data do I need to provide to find the reaction order?
You need to provide experimental concentration and time data. The capability uses this to determine the rate constant and the order.
- 02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 03
Can this MCP model a reaction over a specific time range?
Yes, you can use the generate_rate_profile capability to create a series of concentration values over a specified time window.
- 04
Does this capability calculate half-lives?
Yes, the calculate_half_life capability specifically finds the time required for a reactant concentration to be reduced by half.
- 05
How do I use this with my existing research data?
You can pass your data points directly to your AI agent, which will then use the appropriate capability to process the numbers.
- 06
What reaction orders are supported?
The engine supports zero, first, and second-order reaction models.
- 07
How do I find the reaction order from my data?
Use the calculate_rate_parameters capability by providing arrays of time points and corresponding concentration data.
- 08
Can I predict future concentrations?
Yes, use the predict_concentration capability with the known order, rate constant, and initial concentration.
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Connect Reaction Rate Calculator to Claude, Cursor, ChatGPT & more
