Space Log

Documenting my journey through the cosmos of code.

MCP
2026-07-05

Building SportIQ: 20K Requests in 20 Days

How I designed and shipped a 44-tool Model Context Protocol server for the FIFA World Cup 2026, F1, and IPL, with Monte Carlo simulations, a constraint-solved fantasy optimiser, and an F1 pit-strategy model. It hit ~20,000 requests and 845 PyPI installs in its first weeks.

Utkarsh Gupta