F
licenseNot graded
qualityB
maintenanceEnables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.
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ai-agent-logs-mcp
by ArminDashti
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TDQS
A4.1/5.0
Scored across 6 tools
Disambiguation5/5
Each tool targets a distinct resource and action: health_check for API status, login for authentication, list/create for prompts, and list/get for sessions. No overlap or ambiguity among them.
Naming Consistency5/5
All tool names follow a predictable lowercase_with_underscores pattern, mostly verb_noun (list_prompts, create_prompt, get_session). The singular 'login' and compound 'health_check' fit naturally without breaking consistency.
Tool Count5/5
With only 6 tools, the set is tightly scoped for the purpose of a logs API. Each tool serves an essential function, and the count is well within the ideal range.
Completeness4/5
The surface covers core prompt and session operations (list/create for prompts, list/get for sessions) plus health and login. Missing a get_prompt or delete operations, but for a logging server these are often unnecessary, making the gaps minor.
Maintenance
ActivityMaintained
ResponsivenessNo issues