MCP integration

Goodomics can expose structured run context to MCP clients so agents can query stored metrics, files, reports, templates, cohorts, and policies without scraping random output files.

Route separation

MCP routes remain separated under /mcp/*. API routes use /api/v1/*, and dashboard routes fall back to React routing.

Agent-ready context

The same run history, metrics, files, templates, and policies that humans browse in the dashboard should also be available as structured context that agents can query, summarize, compare, and draft against.

Review remains the trust layer

MCP access does not turn Goodomics into a blackbox decision-maker. Deterministic storage, reviewable provenance, policies, and human review remain responsible for trust.