What I built
Exposed structured market context through a cached HTTP service and 12 MCP tools, with source adapters and statistical calibration.
Architecture sketch
public-data adapters ──► normalized state ──► cached HTTP
│ │
statistical conditions └── 12 MCP toolsData and model roles
Public data adapters → normalized descriptive payloads and statistical conditions → cached HTTP routes → browser surfaces and 12 MCP tools. Deterministic rules and statistical checks supply the descriptive context.
Implementation scope and verification
Implemented descriptive payload engine, cached HTTP service, 12-tool stdio MCP server, public-data adapters and statistical calibration/refusal logic. Fitted strength model is absent; licensed futures-depth adapter remains dormant.
Structured domain context, MCP, data provenance, calibration and explicit insufficient-data behavior. Core operation is deterministic/statistical rather than LLM-dependent.
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.