MCP Usage — how operators use the tools

Adoption curve — daily calls & success rate

How they use it — build / read / analyze / learn

Build (mutations) Read (list / get) Analyze (insights / search) Learn (playbook / doctrine)

Intent — the reason users give per call

Tool leaderboard — calls · ok% · p95

Power users — per account

Where it comes from — channels

Daily rhythm — hour of day (UTC · Argentina is UTC−3)

Reliability hotspots — failing calls

Owner takeaways