This server demonstrates solid definition quality with consistent naming conventions, complete input schemas, and clear descriptions across all 7 tools. All tools follow verb_noun naming patterns (list_*, get_*, export_*, search_*). Descriptions range from 45-89 characters, falling within the productive mid-range (baseline 194 chars average, but for domain-specific tools this is acceptable). Input schemas are present and properly typed for all tools. However, output schemas are not documented, the server provides no schema documentation for what these tools return, which violates the pattern:tool and pattern:response-shaper requirements. Additionally, no error handling guidance is present in descriptions, and parameter descriptions could be more detailed regarding valid ranges and constraints. The read-only nature of all tools is commendable from a security perspective but limits the server's utility for operational automation.

• Document output schemas for all tools. Specify the structure of list_dashboards response (e.g., {dashboards: [{id, title, description, createdAt, tags}], total, page, perPage}), get_dashboard response, and search_logs response. This enables downstream tool composition and LLM planning.
• Add error handling guidance to tool descriptions. For get_dashboard, add: 'If dashboard is not found, returns 404. Call list_dashboards to search for similar dashboards by title.' For search_logs, add: 'If query syntax is invalid, returns 400 with error details. Elasticsearch DSL requires valid field names and query structure.'
• Expand parameter descriptions with constraints. For search_logs query param: 'Elasticsearch query DSL object (e.g., {"match_all": {}} or {"term": {"field": "value"}}). Must be a valid JSON object; invalid syntax returns a 400 error with syntax details.' Remove example values; use formal enum/pattern constraints instead.
• For list_* tools, clarify pagination behavior: 'Returns up to perPage results (default 20, max 100). If total > current page * perPage, more results exist. Use page parameter to iterate. Results are sorted by creation date descending.'
• Populate list_data_views schema with parameter documentation, even if empty. Add description: 'List all Kibana data views (index patterns). Requires no parameters. Returns all data views available in the current Kibana space.'
• Add idempotent and read-only hints via tool annotations (future Protocol Readiness improvement). Each GET/LIST tool should signal idempotentHint=true and readOnlyHint=true to clarify safety for agent retries.