UsageMax public observability
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeCan modify data
What it can do
What data it sees
Do you need an account
No: the server works without sign-in
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
Server tool list (4)
Raw names from tools/list. Only developers need these.
| public_profile | Read one opt-in public UsageMax profile and aggregate statistics. |
| leaderboard | Read the public UsageMax leaderboard (maximum 100 rows). |
| network_stats | Read aggregate public UsageMax network statistics and render the optional inline observability view. |
| ask_site | Ask a bounded natural-language question about UsageMax and receive cited public resources. |