UsageMax public observability
io.github.SYMBaiEX/usagemax
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
This endpoint completed initialize and tools/list. No tool was called.
- Rank
- #2768
- Score
- 82
- Tool tokens
- 445
- Tools
- 4
Tools
Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.
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.
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