
Turn Any Web App Into an AI Agent: MCP Skills for Platforms Not Built for Automation
Most apps you rely on were never meant to be automated. They have a tap-here-tap-there UI for humans, a private backend, and no API in sight. This is about wrapping one of them — our office parking platform — as an MCP skill an AI agent can drive on its own, at midnight, every night. Eight tools. Eight failed payload guesses. Three independent ID spaces hiding behind every booking. And one bypass that really shouldn’t have worked.
The parking part is incidental. By the end you’ll have a recipe that works on the gym-booking site, the restaurant reservation page, the internal approval tool — anything with a web or mobile surface.

