You can access the AI Data Formatter & Schema Converter 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
10# Run the Actor and wait for it to finish
11run = client.actor("pearlescent_idiom/ai-data-formatter-schema-converter").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

AI Data Formatter & Schema Converter: CSV & JSON API in Python

The Apify API client for Python is the official library that allows you to use AI Data Formatter & Schema Converter API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

AI Data Formatter & Schema Converter API in JavaScript

AI Data Formatter & Schema Converter API through CLI

AI Data Formatter & Schema Converter OpenAPI definition

AI Data Formatter & Schema Converter 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

Structured Data Extractor — URL to JSON

shelvick/structured-extractor

Extract structured data from a batch of URLs as schema-validated JSON. Send web pages and a JSON Schema; it scrapes each (stealth + residential proxy as needed), runs an LLM to convert the page to JSON matching your schema, and validates per URL. Omit schema for best-effort. Public pages only.

Scott Helvick

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

JSON Formatter

moving_beacon-owner1/json-formatter

A powerful JSON Formatter tool to beautify, minify, validate, analyze, query, and convert JSON data into CSV with ease. Supports URL input, key sorting, and structured data extraction.

Jamshaid Arif

JSON to CSV Transformer

gauthier-huguenin/json-to-csv-transformer-evwm

Transform JSON arrays to CSV with automatic schema detection. Supports nested objects and custom delimiters.

Gauthier Huguenin

CSV / JSON Schema Normalizer v2

zentrafoundry/csv-json-schema-normalizer-v2

Transform csv / json schema normalizer v2 inputs into structured rows, clear errors, confidence signals, and automation-ready output.

Zentra

Data Cleaner — messy CSV/Excel/JSON to clean typed data

amanatools/data-cleaner

Clean, deduplicate, and type-infer CSV, Excel, and JSON files from URLs. Returns a quality report, preview rows, and a download link to the cleaned CSV. Built for AI agents and data pipelines.

Dos

Universal AI Document Extractor

pearlescent_idiom/universal-ai-document-extractor

Extract schema-validated JSON and CSV from PDFs and text-based documents.

Ezgi Uysal

CSV/JSON Schema Normalizer

zentrafoundry/csv-json-schema-normalizer

Normalize CSV and JSON rows into stable, typed, automation-ready records.

Zentra

Schema Extractor

roseapps/schema-extractor

Turn any URL(s) plus a JSON Schema into validated, typed records. Fetches each page, reduces it to its readable core, asks an LLM to fill in your schema, and validates the result - a fraction of the cost of a full AI web scraper.