Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"math-mcp": {
"args": [
"scicomp-math-mcp"
],
"command": "uvx"
},
"neural-mcp": {
"args": [
"scicomp-neural-mcp"
],
"command": "uvx"
},
"quantum-mcp": {
"args": [
"scicomp-quantum-mcp"
],
"command": "uvx"
},
"molecular-mcp": {
"args": [
"scicomp-molecular-mcp"
],
"command": "uvx"
}
}
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GPU-accelerated Model Context Protocol servers for computational mathematics, physics simulations, and machine learning.
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'scicomp-math-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked scicomp-math-mcp against OSV.dev.
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GPU-accelerated Model Context Protocol servers for computational mathematics, physics simulations, and machine learning.
| Guide | Description |
|---|---|
| Installation | Setup instructions for pip, uv, and uvx |
| Configuration | Claude Desktop & Claude Code setup |
| Quick Start | Get running in 5 minutes |
| API Reference | Complete tool documentation |
| Visual Demos | Interactive physics simulations |
This system enables AI assistants to perform real scientific computing — from solving differential equations to running molecular dynamics simulations.
Quantum Wave Mechanics Double-slit interference pattern from solving the time-dependent Schrödinger equation |
N-Body Dynamics Galaxy merger simulation using gravitational N-body calculations |
Crystal Diffraction Bragg scattering from a hexagonal (graphene-like) lattice |
Multi-Slit Interference Complex interference patterns from three coherent sources |
This system provides 4 specialized MCP servers that bring scientific computing capabilities to AI assistants like Claude:
| Server | Description | Tools |
|---|---|---|
| Math MCP | Symbolic algebra (SymPy) + numerical computing | 14 |
| Quantum MCP | Wave mechanics & Schrodinger simulations | 12 |
| Molecular MCP | Classical molecular dynamics | 15 |
| Neural MCP | Neural network training & evaluation | 16 |
Key Features:
Run any MCP server directly without installation:
# Run individual servers
uvx scicomp-math-mcp
uvx scicomp-quantum-mcp
uvx scicomp-molecular-mcp
uvx scicomp-neural-mcp
# Install individual servers
pip install scicomp-math-mcp
pip install scicomp-quantum-mcp
pip install scicomp-molec
... [View full README on GitHub](https://github.com/andylbrummer/math-mcp#readme)