Billboard is a magical-academy-inspired model cup for comparing coding agents and AI models on your Mac
Billboard is a magical-academy-inspired model cup for comparing coding agents and AI models on your Mac. Use it to turn AI model evaluation into a local cup table, with academies, models, points, badges, and an auditable history of real work. Add academies and models, adjust scores from the main window or menu bar, review score history, and use badges to mark exceptional strengths such as bug fixing, testing, review, documentation, UI work, and release support. Billboard also includes a local MCP server for compatible coding agents. Connected agents can interact with the app by requesting score changes, submitting attribution for their work, listing available badges, and suggesting badge awards. You stay in control: agent requests appear in Billboard for review, confirmation, editing, or rejection before they affect the scoreboard. Key features: - Native macOS SwiftUI app - Magical model cup scoreboard for AI academies and models - Quick score changes from the app window and menu bar - Score history with attribution - Local MCP server for compatible coding-agent clients - Agent-initiated score requests with user review - Agent badge suggestions with user confirmation - Badge catalog for notable agent strengths - Optional speech commands for hands-free scoring - Data stored locally on your Mac Billboard is designed for people who regularly compare coding agents, prompt workflows, or model behavior and want a lightweight, characterful way to keep score without a hosted service.