Most tools have clearly distinct roles: list_profiles, open, close, add_site, exec, snap, remember, and memory map to different actions. The only mild overlap is that exec could theoretically perform snapshot-like or lifecycle-like Playwright actions, but snap and open remain meaningfully distinct.

The names mix verb_noun snake_case (list_profiles, add_site), bare imperatives (open, exec, close, remember), an abbreviation (snap), and a noun (memory). The set is still readable, but no single convention is followed consistently.

Eight tools is a well-scoped size for browser profile, session, and note management. Each tool appears to earn its place without obvious clutter.

Core lifecycle operations are present: list profiles, open/close sessions, execute Playwright, snapshot, and manage notes. However, there are notable gaps such as profile creation/deletion and site removal or note deletion, though exec provides a partial workaround.