AI Form Builders Are Becoming Table Stakes. MCP Form Operations Are the Hard Part.

AI form builders are useful. You type: Create a registration form. The system returns fields for name, email, company, session preference, consent, and a question or two. It may also generate labels, helper text, validation, and a first version of the success message. That is a real improvement. It removes the blank-page problem. It helps non-technical teams move faster. It reduces the time between "we need to collect this" and "there is a draft form." But I do not think prompt-to-form generation is where the durable product surface will be. Creation is becoming table stakes.