Rabi MCP Server

License: MIT Python 3.8+ Docker Smithery smithery badge

Atomic, Molecular and Optical (AMO) Physics MCP Server

Rabi MCP Server is a Model Context Protocol (MCP) server that provides essential quantum physics simulation tools for Claude and other AI assistants. Named after the Rabi oscillations fundamental to quantum optics, this server offers 5 core tools for simulating basic quantum systems and analyzing AMO physics phenomena.

Core Features

Available Physics Tools (5)

1. Two-Level Atom Simulation

Simulates quantum dynamics of two-level atomic systems
Real-time population dynamics and coherence effects
Rabi frequency and detuning parameter control

2. Rabi Oscillations Analysis

Calculates coherent oscillations between atomic energy levels
On-resonance and off-resonance behavior
Time-resolved population transfer analysis

3. Bose-Einstein Condensate (BEC) Simulation

Basic BEC dynamics using simplified Gross-Pitaevskii equation
Particle interactions and quantum statistics
Characteristic length scales and energy analysis

4. Absorption Spectrum Calculation

Spectral line analysis with natural and Doppler broadening
Temperature-dependent linewidth effects
Lorentzian and Gaussian profile modeling

5. Cavity QED Simulation

Basic cavity quantum electrodynamics using Jaynes-Cummings model
Atom-photon coupling dynamics
Strong and weak coupling regime analysis

Installation Methods

Choose your preferred installation method below. All methods give you access to the same 5 core AMO physics tools.

Method 1: Smithery Cloud (Recommended)

Deploy directly to the cloud with zero local setup:

# Deploy to Smithery cloud npx @smithery/cli deploy https://github.com/manasp21/rabi-mcp.git

What you get:

Instant cloud deployment (no local setup needed)
Automatic scaling and resource management
Built-in configuration management
5 core physics tools ready to use
Integration with Claude and other AI assistants

Deployment Process:

Deploy: Run the deploy command above
Wait: Deployment typically takes 2-5 minutes
Verify: Check deployment status in Smithery dashboard
Test: Server will be accessible once deployment completes

Method 2: Manual Installation

For local development and testing:

# Clone repository git clone https://github.com/manasp21/rabi-mcp.git cd rabi-mcp # Create virtual environment python -m venv venv source venv/bin/activate # Windows: venv\Scripts\activate # Install dependencies pip install --upgrade pip pip install -r requirements.txt # Test the server python run_simple_server.py

Method 3: Docker

Build and run with Docker:

# Clone and build git clone https://github.com/manasp21/rabi-mcp.git cd rabi-mcp docker build -t rabi-mcp-server . docker run -p 8000:8000 rabi-mcp-server

Testing Your Installation

Quick Test

After installation, test with:

# Test basic server functionality curl http://localhost:8000/health # Or test a physics calculation python -c " import sys sys.path.append('src') from http_server import execute_physics_tool result = execute_physics_tool('simulate_two_level_atom', { 'rabi_frequency': 1e6, 'detuning': 0, 'evolution_time': 1e-6 }) print('Test passed!' if result['success'] else 'Test failed!') "

Configuration

Basic configuration via environment variables:

export PORT=8000 export HOST=0.0.0.0 export LOG_LEVEL=INFO

Usage Examples

Tool 1: Two-Level Atom Simulation

{ "rabi_frequency": 1000000, # 1 MHz in rad/s "detuning": 0, # On resonance "evolution_time": 0.000001 # 1 μs }

Tool 2: Rabi Oscillations

{ "rabi_frequency": 2000000, # 2 MHz in rad/s "max_time": 0.00001, # 10 μs "time_points": 1000 }

Tool 3: BEC Simulation

{ "particle_number": 1000, "scattering_length": 5.29, # Bohr radii "trap_frequency": 100 # Hz }

Tool 4: Absorption Spectrum

{ "transition_frequency": 3.8e15, # rad/s "linewidth": 6.07e6, # rad/s "temperature": 300 # Kelvin }

Tool 5: Cavity QED

{ "coupling_strength": 1000000, # 1 MHz in rad/s "cavity_frequency": 3.8e15, # rad/s "atom_frequency": 3.8e15 # rad/s }

Available Tools (5)

simulate_two_level_atom - Two-level quantum system dynamics
rabi_oscillations - Coherent population oscillations
bec_simulation - Bose-Einstein condensate physics
absorption_spectrum - Spectral line analysis
cavity_qed - Atom-cavity coupling dynamics

Contributing

Contributions welcome! Please submit issues and pull requests on GitHub.

License

MIT License - see LICENSE file for details.

Acknowledgments

NumPy/SciPy: Scientific computing foundation
MCP Protocol: Model Context Protocol standard
AMO Physics Community: Physics knowledge base

Rabi MCP Server - AMO Physics Tools

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Rabi MCP Server

Rabi MCP Server

Core Features

Available Physics Tools (5)

Installation Methods

Method 1: Smithery Cloud (Recommended)

Method 2: Manual Installation

Method 3: Docker

Testing Your Installation

Quick Test

Configuration

Usage Examples

Tool 1: Two-Level Atom Simulation

Tool 2: Rabi Oscillations

Tool 3: BEC Simulation

Tool 4: Absorption Spectrum

Tool 5: Cavity QED

Available Tools (5)

Contributing

License

Acknowledgments

Related Resources

New MCP Servers

MCP directory API