AI Coding Agent Usage Analyzer
Build an English-first tool site that turns Claude Code, Codex, agentsview, or other coding-agent usage/session exports into cost, trend, anomalous-session, and copyable optimizati
An English-first recipe library for developers to quickly find and run real Chrome DevTools MCP debugging and automation workflows — executable examples, not just conceptual overviews.
At a glance
Developers using Claude Code, Gemini CLI, Cursor, Codex, and similar agent tools want immediately runnable MCP examples. The gap: no site gives setup steps, copyable prompts, expected output, and troubleshooting in one place.
1 existing competitors, but significant gaps remain
Differentiation Opportunity
Not a generic tutorial site — a fully executable recipe library. Every recipe: setup steps, applicable scenario, copyable prompt or command, expected output, and troubleshooting notes.
Target users are developers using Claude Code, Gemini CLI, Cursor, Codex, and similar agent tools. They want executable recipes they can run immediately — not conceptual introductions — and need to know which scenarios work with MCP and exactly how to implement them.
Target User
Developers using Claude Code, Gemini CLI, Cursor, Codex, and similar agent tools who want immediately runnable MCP recipes.
Core Function
An executable recipe library — each recipe answers 'can this scenario use MCP?' with setup steps, copyable prompts, expected results, and troubleshooting notes.
Differentiation
Not a generic tutorial site — a fully executable recipe library. Every recipe: setup steps, applicable scenario, copyable prompt or command, expected output, and troubleshooting notes.
Primary
Developer tool sponsorships / affiliate links
Secondary
Premium recipes / template packs
8h MVP Checklist
Don't Build
SEO Keywords
Build an English-first tool site that turns Claude Code, Codex, agentsview, or other coding-agent usage/session exports into cost, trend, anomalous-session, and copyable optimizati
Build an English-first tool site that helps developers turn a docs URL, Markdown, or OpenAPI snippet into a copyable, locally runnable TypeScript MCP server package.
Build an English-first tool site with bilingual expansion potential that helps developers turn business contexts into copyable and downloadable AI agent team configurations, skills