Every API Will Be Rebuilt for Agents

Short summary

Most APIs are built for human developers who bring intent and mental models; agents have neither and must reconstruct both from your API surface. While MCP standardized the connection layer, it didn't solve the 'verb gap'—agents still fail because APIs expose low-level resources, not high-level intent. Production agent integrations will rebuild APIs around state machines, approval gates, and recovery primitives.

• •APIs designed for humans expose CRUD; agents need intent-shaped contracts carrying goals, state, side-effects, and recovery
• •MCP solves the plug (connectivity) but not the verb gap (semantic contract)—protocol can't fix what's wrong in the API itself
• •GitHub, AutoMCP research, and 2026 studies confirm: wrapping fails, rebuilding from intent-shaped state machines succeeds

Generated with AI, which can make mistakes.