QueueSim

You're working with queueing theory and need to run simulations without building everything from scratch. This server exposes M/M/c queue operations, the classic multi-server model where arrivals and service times follow exponential distributions. It comes with four preset scenarios: call center staffing, emergency room flow, coffee shop lines, and single server analysis. Reach for this when you're prototyping capacity planning, doing back-of-napkin calculations for service level targets, or teaching the fundamentals of wait time analysis. It's streamable HTTP, so Claude can run simulations and interpret results in conversation without you spinning up simulation code yourself.