Forge Json

JSON Schema Tools

Schema tools normalize the shape of JSON documents — filling in missing keys, removing unexpected ones, ordering fields consistently, and aligning array items to a common structure. Use them when ingesting data from sources that don't all return the same shape.

Utility Store

Browse and discover pipeline utilities

Common tasks

  • Normalize array items to a consistent structure
  • Fill missing keys with defaults
  • Remove unexpected extra fields
  • Order keys consistently across records

Why use a JSON schema tool?

Mixed-shape arrays trip up downstream tools (CSV exports, table renderers, type inference). Normalizing once at the boundary means every consumer downstream can rely on the same field set, no matter what the source decided to return today.