I Made My Portfolio AI-Discoverable Using Model Context Protocol

AI assistants are becoming a discovery channel. If your site only exposes HTML for humans, agents leave empty-handed.

I made natelubeck.com AI-discoverable with the Model Context Protocol (MCP): structured tools and JSON endpoints so an agent can read my profile, services, case studies, essays, and booking link without scraping.

What shipped

• Streamable HTTP MCP at /api/mcp/stream
• Well-known manifest at /.well-known/mcp.json
• Assessment tools: Certainty Ladder, Clarity Block, Confusion Audit (optional url + ui_observations)
• Read tools for portfolio SSOT

Why it matters

Authority online used to mean SEO and LinkedIn. Now it also means: can an agent answer “who is this person and how do I work with them?” from first principles.

Point your MCP client at:

https://natelubeck.com/api/mcp/stream

Or fetch the raw discovery document at https://natelubeck.com/api/mcp.

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