MiQ-MCP: A laptop-friendly experiment for minute-scale probabilistic forecasting of NIFTY-50 returns, featuring quantile regression, Mondrian conformal prediction, and finite-sample coverage guarantees. Includes rigorous evaluation with purged CV and Diebold-Mariano tests.