The first AI workspace built for mathematical rigor. From problem analysis to submission-ready LaTeX papers.
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AutoMCM embeds mathematical rigor and dimensional validation directly into the workflow.
Built-in dimensional analysis and SymPy integration ensure your equations make physical sense. We don't just generate text; we validate the math.
Orchestrate the best models for each specific task.
From PDF problem to submission-ready LaTeX.
Generates 300 DPI visualizations, time series, heatmaps, and 3D surfaces automatically using Python/Matplotlib.
The Researcher Agent parses requirements and searches similar problems via arXiv and historical MCM solutions.
The Modeler Agent develops mathematical formulations with SymPy validation and runs sensitivity analysis.
The Writer Agent compiles the 15-20 page LaTeX paper, integrating all figures and fixing compilation errors.
AutoMCM runs as a local Electron app or via CLI. Configure your API keys and start solving.
Inspired by Claude Code. A master agent coordinates specialized clones for parallel execution.
All code, figures, and LaTeX sources are tracked in a structured artifact store.