dokploy-mcp-server
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TDQS
Scored across 28 tools
Each tool maps to a distinct Dokploy resource (application, compose, database, domain, network, etc.) with an action discriminator, so most selections are unambiguous. Minor overlaps remain: dokploy_overview vs dokploy_project list, dokploy_settings clean=dockerPrune vs dokploy_docker pruneBuildCache, and the vague grab-bag name dokploy_infrastructure (ports/auth/certs).
Nearly all tools follow a clean dokploy_<resource> snake_case pattern (dokploy_application, dokploy_dns_provider, dokploy_volume_backup), which is predictable. The lone deviation is the unprefixed 'info' tool.
28 tools is on the heavy side, but each corresponds to a genuinely separate resource in a large deployment platform, and bundling many actions under each tool keeps the surface from exploding into hundreds of entries. Slightly over the ideal 3-15 band but defensible for this scope.
Broad CRUD/lifecycle coverage exists for almost every resource: projects, environments, applications, compose, databases, backups, volume backups, domains, redirects, networks, DNS/vault providers, registries, destinations, SSH keys, mounts, schedules, previews, deployments, docker and settings. Some platform areas lack tools (user/custom-role management, notifications, git-provider management) even though audit-log resource types reference them.