Open-data dashboard aggregating 143 feeds for Alberta municipalities
Regional economic dashboard, but public data aggregation isn't novel.

Aggregates every Google Classroom assignment into one dashboard without needing API access.
Parents of school-age children
ParentSquare · ClassDojo · Google Classroom
Regional economic dashboard, but public data aggregation isn't novel.
Pulls data straight from ~/.claude/projects and only uploads aggregated metrics (tokens, cost, calls) via a 6-letter invite code flow — nice and surgical. The one-command npx init + join UX and a show-data privacy audit button make adoption trivial, but it’s strictly useful only to groups already using Claude Code and requires trust that aggregated uploads are enough for your threat model.
Free GSC dashboard replacement, but Google Data Studio and Semrush already own this problem.
Unified cost & activity tracking across 14 AI coding editors, local-only, no signup.
Ceefax-style dashboard aggregates live markets and scores with shareable no-login links.
News aggregator for a fictional/unclear project with no clear value proposition.