Community-observed intelligence

What the ecosystem actually runs — and what it asks for

Opt-in, anonymized signal from people who ran ax-ray on their own machines. We record which servers are configured, which checks fire, and which permissions they request — never a value, path, secret, or machine id. A server’s presence shows from the first report; aggregated profiles unlock at 5 contributors (k-anonymity).

3
servers with ax-ray signal
3
independent reports
0
with full intelligence (5+)

Emerging signal

Reported by 1–4 contributors. Recorded and visible; detailed aggregation waits for the k-anonymity floor.

Opt-in only, never identifying, k-floored. How this is computed. Contribute with npx ax-ray --submit.