EasyPanel MCP Server
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TDQS
Scored across 29 tools
Most tools map cleanly to a resource and action, and service lifecycle tools (start/stop/restart/deploy) are distinguishable. A few names are misleading — create_network/delete_network are advisory no-ops, and get_service_logs returns a status summary rather than actual logs.
The set overwhelmingly follows snake_case verb_noun naming (list_services, get_project, create_deployment). Minor deviations like health_check and the auto_ prefix in auto_scale_service keep it from being perfectly uniform.
At 29 tools, the server is above the heavy threshold, and several tools are placeholder/advisory helpers (create_network, delete_network) or near-duplicate diagnostics (get_service_logs vs get_service). The core management operations could be delivered with a leaner set.
Service CRUD and lifecycle are well covered, and projects/deployments have basic coverage. However, domains only support list/create with no delete/update, networks are non-functional, and there is no project update or deployment rollback/delete.