SysOps Diagnostics demonstrates solid definition quality with all 8 tools properly named with action verbs (get_*, tail_*), comprehensive parameter schemas using Pydantic Field annotations with type constraints, and detailed descriptions. All tools are read-only diagnostics with clear purposes. However, output schemas are documented only in docstrings (not machine-parseable), error handling lacks recovery guidance, and some parameter descriptions could be more explicit about constraints and formats. Tool annotations are present (readOnlyHint, idempotentHint, destructiveHint), which is excellent. The server follows good naming conventions and provides reasonable defaults.

• Add explicit output schema definitions (e.g., via Pydantic models or JSON Schema comments) so LLMs can parse response structure without reading prose. Document fields like 'percent: float (0-100)', 'cores: int', etc.
• Enhance error messages with recovery guidance. E.g., tail_log should return: 'Path /etc/shadow is outside allowed log roots (/var/log). Available log directories: [list]. Try one of these instead.'
• Clarify get_processes filter_name behavior: 'Substring match, case-insensitive. E.g., filter_name="python" matches "python3.10", "python-script.py".'
• Add limit parameter to get_network_stats and document that results are capped at N interfaces. If more exist, suggest filtering by interface name.
• Document tail_log path validation error explicitly in the description: 'Path must be under /var/log. Paths outside this root are rejected for security.'
• Consider adding a 'fields' parameter to get_processes and get_network_stats to let agents request only needed columns, reducing token overhead.