ai

Gapwise AI is an intelligence layer that provides permissioned, provider-neutral MCP access to Gapwise campus intelligence and explicitly delegated student context. It allows users to discover supported universities and campuses, query buildings and places, calculate verified campus routes, and use bounded planning tools through one consistent multi-university interface. Private student context remains OAuth-protected and explicitly delegated, while public campus tools remain stateless. The system emphasizes privacy by design, with no timetable or account data exposed on the public page. Private tools require authentication and explicit delegation. Public campus tools remain stateless. The service includes features such as source-backed search and context, bounded gap-preference writes, and respect for schedule semantics. For example, RES entries are possible assessment windows, not weekly commitments, and ordinary TBA-location classes still block their scheduled time. Uncertainty is kept intact: unknown hours stay unknown, approximate routes stay approximate, and Gapwise gap budgets and warnings remain authoritative.