You can access the JSON Catalog Schema Normalizer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "mode": "sample",
10    "sourceMode": "startUrls",
11    "startUrls": [{ "url": "https://www.allbirds.com/products.json" }],
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("zentrafoundry/csv-json-schema-normalizer").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
19for item in client.dataset(run.default_dataset_id).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Shopify catalog typed rows — Allbirds Try API in Python

The Apify API client for Python is the official library that allows you to use JSON Catalog Schema Normalizer API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

JSON Catalog Schema Normalizer API in JavaScript

JSON Catalog Schema Normalizer API through CLI

JSON Catalog Schema Normalizer OpenAPI definition

JSON Catalog Schema Normalizer API

CSV to JSON Converter with Schema Inference & Validation

nibble/csv-json-schema-converter

Convert CSV files to clean, typed JSON. Auto-detects delimiter, infers a JSON Schema, and validates rows against your own schema. Ideal for APIs, data pipelines and AI agents.

Simon Fletcher

JSON to CSV Converter

eloquent_mountain/json-to-csv-converter

JSON to CSV Converter. Effortlessly transform JSON data into CSV with our Apify actor. Handle nested structures, expand lists into rows, and customize separators and delimiters. Input via URL or paste JSON text. Ideal for data analysis and reporting!

Paco

Monitoring Checker Schema

apify/monitoring-checker-schema

The monitoring checker schema is a part of the Apify Monitoring Suite (apify/monitoring). See its readme for more information and how to use this.

Apify

4.8

(5)

LD+JSON Schema scraper

pocesar/json-ld-schema

Extract all LD+JSON tags from the given URLs.

Paulo Cesar

459

5.0

(1)

JSON Catalog Schema Normalizer v2

zentrafoundry/csv-json-schema-normalizer-v2

Typed rows from a public JSON catalog. Try is ColourPop — distinct from v1 Allbirds. $0.002 / row.

Zentra

Public JSON Catalog Diff v2

zentrafoundry/dataset-diff-engine-v2

Diffs two public JSON catalogs. Try is Allbirds vs ColourPop products.json. Distinct pair from v1. $2 / 1,000.

Zentra

JSON Dataset Quality Auditor

zentrafoundry/apify-dataset-quality-auditor-v2

Field-level audit of a public JSON array. Try is Allbirds products.json. Not an Apify platform scanner. $2 / 1,000.

Zentra

JSON Schema Inferer - Draft-07 Schema from JSON or API URL

eliai/json-schema-inferer

Infer a draft-07 JSON Schema from any JSON URL or raw sample: types, required fields, email/date-time/uuid/uri formats, small enums, merged array-item schemas. $0.002 per schema, no start fee, non-JSON never charged — vs $0.011+ measured incumbents. Validate APIs and LLM output fast.