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Scored across 10 tools
Most tools are clearly distinct: list_apps is the only app-level listing, app_report/app_config/app_logs/app_domains/app_url each target a different aspect of an app, and the write tools (create_app, set_config, restart_app, scale_app) have distinct actions. The only mild overlap is app_domains vs app_url, since app_url is a convenience wrapper over domains:report, but the descriptions make the relationship clear.
The naming pattern is mostly consistent: read operations use app_* (app_report, app_config, app_logs, app_domains, app_url) plus list_apps, and write operations use verb_app (create_app, set_config, restart_app, scale_app). The minor inconsistency is that list_apps breaks the app_* pattern and set_config/restart_app/scale_app use verb_app rather than app_verb, but the overall convention is still predictable.
10 tools is well-scoped for a Dokku MCP server. The read-only surface covers the most common inspection needs (list, report, config, logs, domains, URL), and the write surface covers the core app lifecycle operations (create, config, restart, scale). No tool feels redundant or unnecessary.
The tool surface covers the primary Dokku workflows: listing/creating apps, inspecting app state/config/logs/domains, updating config, restarting, and scaling. Obvious gaps include app deletion, app destruction, and process management (e.g. ps:scale is covered but ps:restart is not), but these are reasonable omissions for a safe MCP server and agents can work around them.