This is a deliberately vulnerable training server designed to teach security anti-patterns. Tool definitions are intentionally weak: 21 tools with minimal descriptions (most under 50 chars), no input validation guidance, no error handling, and dangerous operations (execute_command, execute_python_code, file_manager with delete) exposed without permission gates or confirmation patterns. Schemas are present but sparse. No tool annotations (readOnlyHint/destructiveHint). This is appropriate for a CTF/training context but would fail production code review. Average tool score: 28/100.

• Add destructiveHint and readOnlyHint annotations to all tools. Mark execute_*, file_manager (delete), and authenticate as destructive; mark read_file, get_* as read-only.
• Expand descriptions to 100 - 200 chars. Include WHEN to use, WHAT it returns, and any prerequisites. E.g. 'Execute a system command (ls, pwd, whoami, date only). Returns stdout/stderr. Use after check_system_status to diagnose issues.'
• Implement confirmation pattern for destructive tools: add a 'dry_run' parameter or require explicit 'confirm=true' flag. Return a preview before executing.
• Add structured error responses with classification. E.g. {"error": "User not found", "type": "user_fixable", "suggestion": "Try search_users() with a partial name"}.
• Deduplicate get_user_info and rename one variant (e.g. get_user_profile). Ensure each tool has a unique, verb-noun name that clearly distinguishes its purpose.