mshegolev/kibana-mcp
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TDQS
Scored across 5 tools
Each tool has a distinct purpose: log aggregation, dashboard retrieval, dashboard listing, index listing, and log search. Descriptions explicitly clarify when not to use each tool, leaving no ambiguity.
All tools follow a consistent 'kibana_verb_noun' pattern (e.g., aggregate_logs, get_dashboard). The naming is uniform and predictable across the entire set.
Five tools is well-suited for the domain of Kibana log analysis and dashboard exploration. Each tool earns its place without being excessive or insufficient.
The tool set covers the primary read operations: index discovery, log search, log aggregation, dashboard list, and dashboard details. Missing write/update capabilities, but for a focused read-only MCP, this is reasonable and does not leave critical gaps.