How this differs from a handwritten interface
An interface is types only — bad data still gets through at runtime. Zod can parse, and on failure it tells you which field is wrong.
JSON Tools for AI Developers · Runs locally
Natural language generation · Schema · Zod · OpenAPI · Function Calling · MCP · 30+ tools
Turn a JSON sample into a TypeScript Zod Schema. Generated locally so frontend validation and Structured Output can share one rule set.
If the frontend already validates forms or APIs with Zod, you don't have to write z.object again. Paste a sample and get common z.string / z.number / z.array structure.
Output usually includes z.infer so you can use the type directly. If the project is moving between Zod 3 and 4, tweak the generate to match the repo.
Conversion stays in the browser. You don't have to upload a response sample to an online codegen site.
An interface is types only — bad data still gets through at runtime. Zod can parse, and on failure it tells you which field is wrong.
Make optional fields .optional(), nullable fields .nullable(), enums z.enum, and date strings a refine. Don't leave every key required.
You get common z.object / z.array / z.string structure. Tweak it for your project's Zod version.
It includes z.infer, so you can use the type directly and skip a handwritten interface.
Common nesting and arrays are supported. Very deep or recursive types should be split by hand.
No. Conversion stays in the browser.
No business messages by default. Add .min / .email message yourself for localized errors.
To code emits interface / struct. This page emits an executable Zod schema.
Use optional when the key may be missing; nullable when the key is present and the value is null. The sample cannot decide that for you.
The same schema can run in Node. Still validate again at the gateway or backend.