What I built

Built a cached NFL context service with source normalization, schema checks, HTTP delivery and four MCP tools.

Architecture sketch

  normalized NFL sources ──► schema / linter ──► cached state
                                                   ├── HTTP
                                                   └── 4 MCP tools

Data and model roles

Source normalization → schema and linter checks → cached NFL state → HTTP service and four MCP tools. This descriptive context engine does not implement the sports dashboard’s Elo predictor.

Implementation scope and verification

Implemented source normalization, deterministic catalysts/entities, cached descriptive payloads and HTTP/four-tool MCP delivery. Refresh scheduler entry point exists; installed operation unverified.

Reusable domain-context backend and tool delivery. Related to Sports Shovel but does not implement its Elo predictor.

About the evidence

Based on source review and saved project artifacts. Recorded measurements apply to the stated model, dataset and configuration; they are not claims of a current production deployment.

Compare with the sports dashboard’s statistical evaluation →