What can this MCP calculate?

It calculates Gibbs Free Energy, equilibrium constants, reaction rates, and activation energy barriers.

Can I use this with Claude or Cursor?

Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.

How does it handle temperature changes?

The simulate_condition_shift capability predicts how temperature shifts impact thermodynamic stability and equilibrium.

What is the difference between thermodynamic and kinetic feasibility?

Thermodynamics determines if a reaction is energetically favorable, while kinetics determines if it happens fast enough to be useful.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

How do I check if a reaction is spontaneous?

You can use the analyze_thermodynamics capability. If the calculated Gibbs Free Energy is negative, the reaction is spontaneous.

Can I account for catalysts in my analysis?

Yes, the evaluate_kinetics capability includes a catalystEffect parameter to model how a catalyst lowers the activation energy.

What happens if I change the temperature?

The simulate_condition_shift capability allows you to predict how shifting from a current temperature to a target temperature will change the Gibbs Free Energy and equilibrium.

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Connect Reaction Feasibility Predictor 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. Calculate reaction spontaneity and kinetic barriers instantly.

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 Reaction Feasibility Predictor.

01
Assess reaction feasibility
This capability gives you a final verdict by weighing thermodynamic favorability against kinetic accessibility.
02
Simulate condition shift
Use this to predict how changing the temperature affects the equilibrium and thermodynamic stability of a reaction.
03
Analyze thermodynamics
This capability calculates Gibbs Free Energy and equilibrium states to see if a reaction is energetically favorable.
04
Evaluate kinetics
It determines reaction speeds by calculating the energy barrier needed to reach the transition state.

Real work

What teams actually run

Pre-Lab Validation

Check if a proposed reaction is thermodynamically spontaneous before starting bench work.

Temperature Optimization

Simulate how increasing heat affects the stability of a specific chemical system.

Kinetic Bottleneck Identification

Determine if a reaction is too slow to be practical due to high activation energy.

Equilibrium Modeling

Calculate the equilibrium state of a reaction to understand product yields.

One connector, every AI

Reaction Feasibility Predictor 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 Reaction Feasibility Predictor 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

924ms average. Fast in production.

Reaction Feasibility Predictor is checked daily against the live service.

Daily averagePeak 1263ms

Oct 3Today

Fastest day: 692ms
Slowest day: 1263ms
14-day trend: Slowing+24%

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 Feasibility Predictor, so you can see the experience inside your AI.

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

Reaction Feasibility Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SsPvAy312kJqYYbuuBzoF5oPwQMuEDUIHrkU8bzl/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 — Reaction Feasibility Predictor capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "reaction-feasibility-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SsPvAy312kJqYYbuuBzoF5oPwQMuEDUIHrkU8bzl/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 Feasibility Predictor in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Reaction Feasibility Predictor owners hand off.

This MCP is built for professionals working in chemical research and process engineering who need quick feasibility checks.

01
Research Chemists
Hand off theoretical reaction equations to the AI to check for spontaneity.
02
Process Engineers
Use the capability to model how temperature changes affect reaction stability in a reactor.
03
Computational Chemists
Delegate thermodynamic and kinetic calculations to the agent to validate models.

FAQ

Questions Reaction Feasibility Predictor owners ask.

01
What can this MCP calculate?
It calculates Gibbs Free Energy, equilibrium constants, reaction rates, and activation energy barriers.
02
Can I use this with Claude or Cursor?
Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.
03
How does it handle temperature changes?
The simulate_condition_shift capability predicts how temperature shifts impact thermodynamic stability and equilibrium.
04
What is the difference between thermodynamic and kinetic feasibility?
Thermodynamics determines if a reaction is energetically favorable, while kinetics determines if it happens fast enough to be useful.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
06
How do I check if a reaction is spontaneous?
You can use the analyze_thermodynamics capability. If the calculated Gibbs Free Energy is negative, the reaction is spontaneous.
07
Can I account for catalysts in my analysis?
Yes, the evaluate_kinetics capability includes a catalystEffect parameter to model how a catalyst lowers the activation energy.
08
What happens if I change the temperature?
The simulate_condition_shift capability allows you to predict how shifting from a current temperature to a target temperature will change the Gibbs Free Energy and equilibrium.

Explore

More in Science

Connect Reaction Feasibility Predictor 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

Assess reaction feasibility

Simulate condition shift

Analyze thermodynamics

Evaluate kinetics

What teams actually run

Pre-Lab Validation

Temperature Optimization

Kinetic Bottleneck Identification

Equilibrium Modeling

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

Reaction Feasibility Predictor Connector

Claude Desktop

Research Chemists

Process Engineers

Computational Chemists

What can this MCP calculate?

Can I use this with Claude or Cursor?

How does it handle temperature changes?

What is the difference between thermodynamic and kinetic feasibility?

Do I need to host the MCP myself?

How do I check if a reaction is spontaneous?

Can I account for catalysts in my analysis?

What happens if I change the temperature?

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