2026-03-25 // Script Save AI Training

GitHub Agentic Workflows with Umbraco CMS & MCP

github agentic-workflows umbraco mcp

What This Covers

Seven progressively complex workflow examples using GitHub’s agentic workflow system (gh-aw), showing how to go from simple scheduled tasks to fully autonomous AI agents.

Workflow Progression

  1. Daily content audit — scheduled automation that reviews content health
  2. PR content validation — AI-powered review on pull requests
  3. Umbraco MCP integration — connecting CMS operations to AI workflows
  4. Slash command content ops — on-demand AI operations via GitHub comments
  5. Umbraco migration assistant — AI-guided content migration
  6. External MCP server integration — connecting third-party tools
  7. Autonomous content agent — self-directed content management

Key Concepts

  • Markdown-defined workflows compiled into GitHub Actions
  • OAuth2 authentication for CMS integration
  • MCP servers as the bridge between AI agents and external systems
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