Developed new automation capabilities by integrating Make scenarios as callable AI tools across the modelcontextprotocol/servers and punkpeye/awesome-mcp-servers repositories. Focused on AI integration and API integration, the work enabled AI assistants to orchestrate Make-based workflows, reducing manual intervention and expanding automation options for users. Delivered foundational features and aligned documentation using Markdown to ensure clear onboarding and consistent usage patterns across both repositories. Emphasized cross-repo consistency in naming and integration approach, supporting scalable expansion to additional adapters. The project management approach centered on accelerating adoption of AI-driven automation and broadening the automation scope for both customers and internal teams.