Each tool has a clearly distinct purpose with no ambiguity. Tools are organized by resource type (env, group, proxy, health) and specific actions (create, query, remove, revise, etc.), making it easy for an agent to select the right tool without confusion.

Tool names follow a highly consistent pattern throughout: resource_action format (e.g., env_create, group_query, proxy_remove). All tools use snake_case with no deviations, and verbs are standardized across resources, ensuring predictable naming.

With 23 tools, the count is slightly high but reasonable for the server's scope of managing environments, groups, and proxies. Each tool appears to earn its place by covering specific operations, though it may feel heavy compared to simpler servers.

The tool surface provides complete CRUD/lifecycle coverage for environments, groups, and proxies, including additional operations like launching, terminating, and checking health. There are no obvious gaps, and agents can handle full workflows without dead ends.