aapanel-mcp
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TDQS
Scored across 59 tools
Most tools target clearly distinct resources and actions across sites, databases, SSL, panel status, and dangerous operations. However, danger_mysql_root_password and danger_mysql_reset_root_password overlap in setting the MySQL root password, and aapanel_status partially overlaps panel_system_total and panel_check_update, creating minor ambiguity.
Tool names consistently use snake_case with predictable domain prefixes such as site_, db_, ssl_, panel_, danger_, and aapanel_. The few prefix choices are intentional and readable, so an agent can reliably infer the tool family from the name.
59 tools is far above the practical range for an MCP server and exceeds the 25+ threshold for being too many. Although aaPanel is a broad administration surface, many granular read-only status tools could be consolidated without losing functionality.
The surface covers most core lifecycle operations for sites, databases, SSL, panel status, and dangerous operations, including delete checks, backups, restores, and imports. Some adjacent aaPanel areas are missing, such as standalone FTP account management, cron jobs, firewall, DNS management, and a generic site update operation.