AI Assistant with MCP Tools

Ask me anything about Andy's professional background, technical expertise, project experience, or community contributions. I have access to detailed information and can provide specific insights about his career journey.

💡 Pro tip: The AI assistant is now available on every page via the floating chat icon in the bottom-right corner. This dedicated page offers a full-screen experience for longer conversations.

What's MCP?

Model Context Protocol - the emerging standard for AI agents to securely access external data and tools. Think of it as "API design for the AI era."

See MCP Tools in Action

Click any question below to see the AI assistant call live MCP tools and fetch real data:

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Watch for tool calls! You'll see yellow indicators when the AI calls MCP tools, followed by structured JSON responses that get converted to natural language.

AI Assistant

Ask me anything about Andy's background, projects, or experience!

Try: "What projects has Andy worked on?"

Professional Experience

Ask about Andy's 14+ years in software engineering and leadership roles.

Creative Projects

Learn about hands-on engineering projects and creative builds.

Community Impact

Discover Andy's MVP awards, conferences, and thought leadership.