mcp-1panel-plus
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TDQS
Scored across 33 tools
Each tool has a distinct resource-and-action purpose, and even potentially close pairs (system info vs dashboard info, installed apps vs containers, MySQL instances vs databases) are clearly separated by explicit descriptions. No true duplicate or overlapping operations are apparent.
Names consistently use snake_case with predictable verb_noun phrasing such as list_websites, get_website, create_ssl, and operate_container. Longer names like get_child_node_upgrade_logs are still readable and follow the same convention.
The server exposes 33 tools, which is heavy for an agent-facing surface and exceeds the well-scoped range. Although the domain is broad, several website, app, and database operations could be consolidated or scoped more tightly to reduce selection cost.
The surface covers many reads and some lifecycle operations across websites, SSL, apps, containers, databases, nodes, and upgrades. However, it lacks notable operations such as website/database/SSL deletion, app install/uninstall, and cronjob management, leaving gaps for full 1Panel administration.