Internal

SimEngine

Monte Carlo risk modeling you can run by asking Claude.

SimEngine title card: a bell curve with sample points

What it is

A zero-dependency Monte Carlo simulation engine that ships as an MCP server, so thousands of probabilistic scenarios run from a chat prompt.

How it works

Pure Python stdlib core with domain configs and convergence checks, exposed over the Model Context Protocol so Claude can drive simulations directly.

Go deeper

How the decision-under-uncertainty engine converges and where the MCP boundary sits.

Concept & code © Tony / Venture Horizon LLC. Shown as proof of work; not licensed for reuse.