MCP server for deterministic document infrastructure, enabling canonical normalization, schema validation, and grammar compilation for structured AI artifacts.
MCP server for scientific computing with multiple backends (Mathematica, Octave, Python, R, SageMath, etc.) enabling mathematical computation and visualization through AI coding assistants.
Enables quantum circuit design and electromagnetic simulation optimization through Qiskit Metal and Octave/OpenEMS. Provides 25+ specialized tools across two integrated MCP servers for designing transmon qubits, analyzing CPW transmission lines, and automating parameter optimization workflows.