MCP Server

UsageMax public observability

io.github.SYMBaiEX/usagemax
Data & Analytics Public & reachable MCP 2025-11-25

What this MCP does

Provides read-only public UsageMax documentation, profiles, leaderboards, and aggregate usage statistics.

ask_site
Ask UsageMax documentation
Ask a bounded natural-language question about UsageMax and receive cited public resources.
Read only
Input schema
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'maxLength': 500, 'minLength': 1}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'additionalProperties': True}
leaderboard
Read public leaderboard
Read the public UsageMax leaderboard (maximum 100 rows).
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'metric': {'enum': ['tokens', 'spend'], 'type': 'string', 'default': 'tokens', 'description': 'Rank by aggregate tokens or tracked spend.'}, 'period': {'enum': ['7d', '30d', 'all'], 'type': 'string', 'default': 'all', 'description': 'Choose the bounded reporting window.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'additionalProperties': True}
network_stats
Read network statistics
Read aggregate public UsageMax network statistics and render the optional inline observability view.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}
Output schema
{'type': 'object', 'additionalProperties': True}
public_profile
Read public profile
Read one opt-in public UsageMax profile and aggregate statistics.
Read only
Input schema
{'type': 'object', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'The public profile handle, without the @ prefix.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'additionalProperties': True}
Changed
ask_site
Sept. 22, 2026, 2:40 a.m.
Changed
network_stats
Sept. 22, 2026, 2:40 a.m.
Changed
leaderboard
Sept. 22, 2026, 2:40 a.m.
Changed
public_profile
Sept. 22, 2026, 2:40 a.m.
Added
ask_site
Sept. 18, 2026, 2:40 a.m.
Added
network_stats
Sept. 18, 2026, 2:40 a.m.
Added
leaderboard
Sept. 18, 2026, 2:40 a.m.
Added
public_profile
Sept. 18, 2026, 2:40 a.m.