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Scored across 14 tools
Each tool targets a clearly distinct operation: querying (es_search, es_count, es_esql), discovery (es_list_indices, es_get_mappings, kbn_list_data_views), investigation (es_trace, es_find, es_patterns, es_why, es_overview), and administrative access (kbn_status, kbn_find_saved_objects, es_request). Overlapping-looking tools like es_find vs es_search are explicitly differentiated by purpose and guidance in their descriptions.
The set follows a mostly consistent convention: es_ for Elasticsearch operations and kbn_ for Kibana operations, with verb_noun pairs like es_get_mappings, es_list_indices, kbn_find_saved_objects. A few tools use noun/adverb style names (es_patterns, es_why, es_overview), which breaks the verb-led pattern but remains predictable and readable.
14 tools is well-scoped for a Kibana/Elasticsearch investigation console. Each tool covers a distinct capability — from low-level search, to aggregations, to incident-analysis helpers, to saved-object access — without feeling bloated or redundant.
The tool surface is comprehensive for its read-only investigation purpose: it covers index discovery, field mappings, query execution (DSL, count, ES|QL), log pattern analysis, trace following, statistical comparisons, overview generation, saved object lookup, and a general escape hatch for unlisted Elasticsearch APIs. No obvious dead ends remain.