Live demo

Ask Human Kind

Ask anything about our services, thinking, case studies, or approach. Answers are assembled in real time from this site's content — not from a chatbot trained on generic data.

Answers are assembled in real time from this site's content via an MCP server. No data is stored.

How this works

This demonstration is the argument made practical. Human Kind's content — articles, services, case studies, and company information — is exposed through a live Model Context Protocol server. When you ask a question, the same MCP tools that external AI agents use to query this site are called server-side, and the results are synthesised into a plain prose answer.

External agents — Claude Desktop, any MCP-compatible client — can connect directly to the same endpoint and query Human Kind's content without scraping or browsing. The site becomes a backend that speaks a language AI understands natively.

This is what we mean when we write about the website becoming infrastructure. The demonstration is the point.