UsageMax public observability

io.github.SYMBaiEX/usagemax

Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.

Yes, your AI can use this right now.Answered a live MCP handshake in 466 ms with no sign-in needed and exposes 4 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://usagemax.com/mcp

4 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
public_profileread-only

Read one opt-in public UsageMax profile and aggregate statistics.

leaderboardread-only

Read the public UsageMax leaderboard (maximum 100 rows).

network_statsread-only

Read aggregate public UsageMax network statistics and render the optional inline observability view.

ask_siteread-only

Ask a bounded natural-language question about UsageMax and receive cited public resources.

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