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Scored across 13 tools
Each tool targets a distinct resource or action within GitHub Actions: repositories, workflows, workflow runs, logs, failure analysis, reruns, cancellations, artifacts, deployments, rollback, and monitoring. Even the closely related watch and get run tools are clearly separated by their blocking versus snapshot behavior.
All tools follow the github_verb_noun pattern with snake_case, but there are minor deviations: github_watch_workflow actually watches a run, and github_analyze_failure omits the specific object. These are small inconsistencies in an otherwise predictable naming scheme.
13 tools is well-scoped for a GitHub Actions MCP server, covering the essential operational workflows without unnecessary bloat. The count fits comfortably within the ideal 3-15 range and each tool serves a clear purpose.
The tool set covers the core run lifecycle (list, get, logs, rerun, cancel, watch), plus artifacts and deployment rollback. However, it lacks the ability to manually trigger a workflow run (workflow_dispatch), which is a notable gap for a GitHub Actions server, though not a fatal one.