Critical gaps across all dimensions. Tool definitions lack input schemas for 3 of 5 tools (create_resource, update_resource, delete_resource show empty input objects). Descriptions are present but generic and lack actionable context. No parameter descriptions visible. No output schemas documented. Error handling absent. Security concerns: destructive operations (delete_resource) have no confirmation pattern, no permission gates, no audit trail hints. Naming is adequate (verb_noun pattern) but descriptions fail to explain WHEN to use each tool or what it returns.

• Add complete input schemas to create_resource, update_resource, delete_resource. Specify required fields, types, and descriptions. Example: {"properties": {"id": {"type": "string", "description": "Resource ID to update"}, "data": {"type": "object", "description": "Updated resource fields"}}, "required": ["id", "data"]}
• Expand descriptions to 50-200 characters. Example for delete_resource: 'Permanently delete a resource by ID. This action cannot be undone. Requires confirmation before execution. Returns success status and deleted resource ID.'
• Document output schemas for all tools. Example for list_entity: 'Returns {"entities": [{"id": string, "name": string, ...}], "total": integer, "limit": integer, "offset": integer}'
• Add confirmation pattern to delete_resource: implement a dry_run parameter or require a separate confirm_delete call before actual deletion. Prevents accidental data loss.
• Add error handling guidance to descriptions. Example: 'If entity not found (404), call list_entity to discover available IDs. If permission denied (403), verify your API token has write:resource scope.'

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry