
Connect Quantum Mechanics Energy Levels to your AI
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 fundamental quantum models with your AI agent.
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 Quantum Mechanics Engine.
- 01
Calculate harmonic oscillator
This capability calculates energy and spatial properties for a quantum harmonic oscillator.
- 02
Calculate hydrogen atom
Use this to find energy and orbital properties for hydrogen-like atoms.
- 03
Calculate particle in box
This capability solves for the properties of a particle trapped in a 1D infinite potential well.
- 04
Get quantum state summary
Get a qualitative description of a particle's state based on its quantum numbers.
Real work
What teams actually run
Potential Well Modeling
Calculate the specific energy levels for a particle in a 1D infinite potential well.
Atomic Orbital Study
Determine the radial probability density for specific hydrogen atom states.
Oscillator Analysis
Find the energy and spatial properties of a quantum harmonic oscillator.
State Interpretation
Get a plain-language summary of a quantum state using its quantum numbers.
One connector, every AI
Quantum Mechanics Engine 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 Quantum Mechanics Engine 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
883ms average. Fast in production.
Quantum Mechanics Engine is checked daily against the live service.
- Fastest day
- 746ms
- Slowest day
- 1186ms
- 14-day trend
- Slowing+34%
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 Quantum Mechanics Engine, so you can see the experience inside your AI.
It does not authenticate your account with Quantum Mechanics Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Quantum Mechanics Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_9JcVxfDoSnWLctWgC8USFtZDbzNIuhZHLbiBt24Z/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 — Quantum Mechanics Engine capabilities are ready to use.
{
"mcpServers": {
"quantum-mechanics-energy-levels-mcp": {
"url": "https://edge.vinkius.com/vk_preview_9JcVxfDoSnWLctWgC8USFtZDbzNIuhZHLbiBt24Z/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 Quantum Mechanics Engine in Claude and other AIs
Who it's for
Built for the work Quantum Mechanics Engine owners hand off.
This MCP is built for researchers and students who need to verify quantum mechanical models using AI-driven workflows.
- 01
Physics Researchers
Hand off the calculation of energy eigenvalues to the agent to verify theoretical models.
- 02
Computational Scientists
Use the capability to quickly pull probability densities for standard potential wells.
- 03
Physics Students
Check work against precise calculations for harmonic oscillators and hydrogen atoms.
FAQ
Questions Quantum Mechanics Engine owners ask.
- 01
What quantum models does this MCP support?
It supports the Infinite Square Well, the Quantum Harmonic Oscillator, and the Hydrogen Atom.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
Does it calculate probability densities?
Yes, the MCP can calculate probability distributions for the supported quantum models.
- 04
How does the agent describe a quantum state?
The agent uses the get_quantum_state_summary capability to provide a qualitative description based on quantum numbers.
- 05
Do I need to host the physics engine myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately upon connection.
- 06
What quantum models are supported?
The server supports the Infinite Square Well (Particle in a Box), the Quantum Harmonic Oscillator, and the Hydrogen Atom.
- 07
How do I get a description of a specific state?
You can use the get_quantum_state_summary capability to get a qualitative description like 'Ground State' and an energy tier classification.
- 08
Can I calculate probability density?
Yes, capabilities like calculate_particle_in_box and calculate_harmonic_oscillator return the probability density at specific coordinates.
Explore
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Connect Quantum Mechanics Engine to Claude, Cursor, ChatGPT & more
