A
licenseA
qualityD
maintenanceEnables LLM agents to search and analyze Elasticsearch logs for errors, detect recurring patterns, analyze error-rate trends, and retrieve full trace context through MCP tools.
6
MIT
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Scored across 1 tool
With only one tool, there is no ambiguity. The agent will always select search_logs for any log-related task.
Single tool follows a clear verb_noun pattern (search_logs), consistent with MCP conventions.
A single tool for log searching is borderline. While it covers the core function, a typical logging server might benefit from additional tools for listing sources or filtering by context.
The tool provides basic log search but lacks obvious features like log source enumeration, time-range filtering beyond what is implicit, or multi-aspect queries. This may cause agent failures for complex log retrieval tasks.