You can access the PDF to JSON Parser 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    "pdfFile": ["https://api.apify.com/v2/key-value-stores/Fy9UrApb6rz0dRBqm/records/sample.pdf?signature=1c819r8xjMsE0Fi3AhqnT"],
10    "fieldsToExtract": "",
11    "systemPrompt": "",
12    "maxItems": 10,
13}
14
15# Run the Actor and wait for it to finish
16run = client.actor("parseforge/pdf-to-json-parser").call(run_input=run_input)
17
18# Fetch and print Actor results from the run's dataset (if there are any)
19print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
20for item in client.dataset(run.default_dataset_id).iterate_items():
21    print(item)
22
23# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

PDF to JSON Parser - Extract Data from PDF Files API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

PDF to JSON Parser API in JavaScript

PDF to JSON Parser API through CLI

PDF to JSON Parser OpenAPI definition

PDF to JSON Parser API

PDF to JSON Parser

jungle_synthesizer/pdf-to-json-parser

Convert PDF documents into structured JSON. Extracts text, tables, and fields from any PDF URL, and can optionally run an AI structuring pass that turns raw text into clean, organized JSON ready for automation or analysis. No API key needed.

BowTiedRaccoon

PDF Scraper

onidivo/pdf-scraper

Scrape and extract text from PDF links.

Onidivo Technologies

518

Pdf API

vivid_astronaut/pdf

BRAINIALL Team

Document to JSON – PDF Invoice & Statement Parser

opportunity-biz/document-to-json-mcp

Convert PDF invoices, bank statements, and contracts into structured JSON with AI. OCR for scanned files. One public URL in, clean JSON out. Built as an MCP tool for AI agents.

opportunity-biz

PDF to Structured Data (JSON/CSV)

zenomastro/pdf-to-structured-data

Convert PDF files into clean structured JSON or CSV: text per page, reconstructed lines, optional table detection, and document metadata.

Rosario Vitale

PDF Parser API

george.the.developer/pdf-parser-api

Instant API that parses any PDF from a URL — extracts full text, page count, metadata (title, author, dates), and PDF version. Returns structured JSON. Perfect for document processing pipelines and AI agents.

George Kioko

Fast Pdf Processor

contemporary_fruit/pdf-processor-actor

This API is a PDF Processing Service allowing users to upload a PDF to: Extract Text: Reads all text from the PDF and returns it as structured JSON data per page. Merge Pages: Creates a new PDF containing only the specific pages selected by the user. (260 characters)

Andric

PDF AcroForm Field Extractor

automation-lab/pdf-acroform-extractor

Extract PDF form field names, values, types, options, flags, pages, and widget coordinates from supplied public PDFs.

Stas Persiianenko

PDF Merge — Combine PDFs into One

hipersoft/pdf-merge

Merge multiple PDF files into a single ordered document in one run. Give it a list of PDF URLs and get back one combined PDF — for reports, invoices, scanned batches and contracts.