Industry
Agent-readiness for SaaS: let agents use your product
How a SaaS exposes its product to AI agents via MCP, ai-agent.json and OAuth discovery — a new integration channel with no manual setup.
The problem
Your SaaS is integrated by hand: every client writes code against your API. AI agents could use the product themselves — but only if you let them in a standard way.
Why agent-readiness matters for SaaS
Agents are becoming a new class of “users.” Whoever opens the product to them in a standard way gets integrations with no effort on either side:
- the agent discovers your tools and connects on its own;
- your product lands in agent workflows (Claude, orchestrators) as a ready building block.
Where to start
- MCP Server Card — wrap your API in MCP and publish a card: the agent auto-discovers the available tools.
- ai-agent.json — a manifest: who you are, what you can do, where to reach you.
- OAuth Discovery + Protected Resource — so the agent can authenticate to a protected API by itself.
- RateLimit headers — so agents back off politely instead of hitting a hard block.
The outcome
The product becomes “agent-native”: agents discover, authenticate, and use it without manual integration — a new distribution channel.