semaphore-mcp-server
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TDQS
Scored across 37 tools
Each tool targets a specific resource and action (e.g., environment_create, inventory_list), with no overlapping descriptions. Even similar tools like server_info and server_ping have clearly distinct purposes.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., environment_create, task_get). No mixing of conventions or abbreviations.
With 37 tools, the count is well above the recommended range for coherence (16-25 feels heavy; 37 is excessive). While the domain is broad, many tools could be consolidated or are unnecessary for core workflows.
Missing update operations for environment, inventory, project, repository, schedule, and template. Also missing key_create. These gaps hinder full lifecycle management and may cause agent failures.