octopilot-mcp
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TDQS
Scored across 7 tools
Each tool targets a distinct operation: project detection, CI workflow generation, skaffold generation, action details, action listing, full onboarding, and running builds. There is no functional overlap.
All tools follow a consistent verb_noun pattern in snake_case (e.g., detect_project_contexts, generate_ci_workflow, list_actions). The naming is predictable and clear.
With 7 tools, the set is well-scoped for the domain of CI/CD pipeline management and onboarding. Each tool has a clear purpose and contributes to the overall workflow.
The tool surface covers core workflows: detection, generation, action interaction, onboarding, and building. Minor gaps exist (e.g., no tool for updating existing configurations or tear-down), but the main use cases are addressed.