UsageMax public observability
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"usagemax": {
"url": "https://usagemax.com/mcp"
}
}
}Remote endpoints
https://usagemax.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢public_profile(handle)
Read one opt-in public UsageMax profile and aggregate statistics.
Input Schema
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"minLength": 1,
"maxLength": 80,
"description": "The public profile handle, without the @ prefix."
}
},
"required": [
"handle"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"additionalProperties": true
}🟢leaderboard(metric, period)
Read the public UsageMax leaderboard (maximum 100 rows).
Input Schema
{
"type": "object",
"properties": {
"metric": {
"type": "string",
"enum": [
"tokens",
"spend"
],
"default": "tokens",
"description": "Rank by aggregate tokens or tracked spend."
},
"period": {
"type": "string",
"enum": [
"7d",
"30d",
"all"
],
"default": "all",
"description": "Choose the bounded reporting window."
}
},
"required": [],
"additionalProperties": false
}Output Schema
{
"type": "object",
"additionalProperties": true
}🟢network_stats
Read aggregate public UsageMax network statistics and render the optional inline observability view.
Input Schema
{
"type": "object",
"properties": {},
"required": [],
"additionalProperties": false
}Output Schema
{
"type": "object",
"additionalProperties": true
}🟢ask_site(query)
Ask a bounded natural-language question about UsageMax and receive cited public resources.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 500
}
},
"required": [
"query"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"additionalProperties": true
}Community
Evidence