UsageMax public observability
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
| Endpoint | https://usagemax.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 4 tools · grade A (97) · pin ts_c8d668f7e470c0af71331bcff76d1830 · protocol 2025-06-18 |
| First / last listed | 2026-10-31 03:36 UTC / 2026-10-31 03:36 UTC |
| Grade over time | 2026-10-31: A (97), 4 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: public_profile leaderboard network_stats ask_site
public_profile | Read one opt-in public UsageMax profile and aggregate statistics. params: handle* |
leaderboard | Read the public UsageMax leaderboard (maximum 100 rows). params: metric, period |
network_stats | Read aggregate public UsageMax network statistics and render the optional inline observability view. params: none |
ask_site | Ask a bounded natural-language question about UsageMax and receive cited public resources. params: query* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.