Server has 8 tools with basic schemas and descriptions, but significant gaps limit production readiness. All tools have descriptions (10-200 chars, within baseline range) and input schemas with typed parameters. However, output schemas are completely undocumented, LLMs cannot plan downstream calls or extract return values. Parameter descriptions are minimal (5-30 chars), below the 72-char baseline. No error handling guidance, no recovery paths, no actionable error messages. Tool naming is verb-first (good), but several tools lack clarity on side effects and state mutations. No pagination support despite tools returning lists (list_workers, get_orchestrator_status). Missing idempotency guarantees for write operations (dispatch_tasks, send_to_worker). No permission gates or scope declarations despite sensitive operations (cancel_task, dispatch_tasks). Overall pattern adherence is ~30%, typical of community servers.

• Document output schemas for all tools. Example: dispatch_tasks returns {task_id: string, status: 'queued'|'running'|'completed'|'failed', created_at: ISO8601}. This enables LLMs to chain tools and extract return values.
• Expand parameter descriptions to 50-150 chars with format/constraint hints. E.g., 'task_id (UUID format, e.g. 550e8400-e29b-41d4-a716-446655440000), the unique identifier of the dispatched task'.
• Add error handling guidance to tool descriptions. E.g., 'Returns 404 if task not found, call list_tasks() to verify task exists. Retryable: yes.'
• Implement pagination for list_workers and get_orchestrator_status: add limit (1-100, default 20), offset, and return total_count. Cap results at 50 items per call.
• Add idempotency keys to dispatch_tasks and send_to_worker. Document that repeated calls with the same idempotency_key return the same result without duplicate side effects.