Enables scanning any website for AI agent compatibility and marketing health, returning interactive dashboard reports with scores and revenue impact estimates.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.