framework pillar
We made our site agent-consumable — over the open Model Context Protocol
There is now a read-only endpoint on adaptation.ai that speaks the open Model Context Protocol. Any MCP-compatible agent can connect and ask what we offer, search what we have written, and get the link to book a call. Why we built it, and why agent-consumable beats merely crawlable.
More of the web is being read by agents, not just people. So we did the obvious thing for an applied AI agency: we made adaptation.ai something an agent can consume directly.
There is now a read-only endpoint on our site that speaks the open Model Context Protocol, the emerging open standard for connecting AI agents to tools and data. Any MCP-compatible agent or assistant can connect and ask what we offer, search what we have written, and get the link to book a call. No scraping, no brittle HTML parsing, no guessing at structure.
It is deliberately small and safe. Every tool is read-only, it serves only our published content, and it is rate-limited. An agent gets clean facts and links, nothing more.
Two reasons this matters beyond the novelty. First, it is us practising what we sell: we teach, build, and run AI systems for other teams, so our own site being agent-readable is that idea applied to us. Second, it is a distribution shift worth naming. As agents and answer engines become a way people find services, being directly consumable beats being merely crawlable. MCP is model-agnostic, so this works for whatever agent you run, on whatever provider.
If you are building an agent that should be able to reach a company's site cleanly, this is the pattern, and you are welcome to point yours at ours.
Connection details are on the /mcp page. If you would rather talk to a human about putting AI to work in your business, scope a call.