You can access the Parsera 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 Integrations settings 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    "url": "https://news.ycombinator.com/",
10    "attributes": [
11        {
12            "description": "News title",
13            "name": "title",
14        },
15        {
16            "description": "Number of points",
17            "name": "points",
18        },
19        {
20            "description": "Number of comments",
21            "name": "comments",
22        },
23    ],
24}
25
26# Run the Actor and wait for it to finish
27run = client.actor("parsera-labs/parsera").call(run_input=run_input)
28
29# Fetch and print Actor results from the run's dataset (if there are any)
30print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
31for item in client.dataset(run["defaultDatasetId"]).iterate_items():
32    print(item)
33
34# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Parsera API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

Parsera API in JavaScript

Parsera API through CLI

Parsera OpenAPI definition

Parsera API

Smartcontext AI Web Crawler

bluelightco/smartcontext-ai-crawler

Scrape any website and extract structured data using AI-powered instructions. Provide URLs and a natural language prompt to get tailored JSON outputs.

Bluelight

5.0

Instant web data scraper - Scrape any website

curious_coder/instant-web-scraper

Scrape any public and private website data by providing just URL and optionally cookies and proxy information. This scraper is similar to instant data scraper but runs on cloud and can be used as API too!

Curious Coder

1.8K

4.9

Ai Web Scraper - Extract Data With Ease

eloquent_mountain/ai-web-scraper-extract-data-with-ease

Ai Web Scraper enables scraping for everyone, including non-techies! It uses Google's Gemini LLM to scrape websites with natural language commands. It dynamically extracts data, no selector input needed, handles dynamic content and cookie consent, avoids bot detection, outputs JSON or other formats.

Paco

757

5.0

Ai Web Scraper - Natural language and Vision scraper

eloquent_mountain/ai-universal-web-scraper-natural-language

Powerful AI Web Scraper using Google's Gemini Vision. Specify data extraction in natural language. Supports infinite scroll, above-the-fold analysis, automatic cookie consent, pay-per-event pricing, and screenshot storage for debugging.

Paco

322

3.0

Stealth Scraper

lolio9/stealth-scraper

A stealthy, headless browser-based scraper that mimics human behavior to avoid detection. Automatically saves every visited HTML page and downloadable file, incrementally archiving progress. Perfect for large websites, internal networks, or compliance-sensitive environments.

Marcus

Torrent Scraper

ondrejklinovsky/torrent-scraper

Scrape information about torrents from popular torrent sites. Download the data in JSON, CSV, and Excel.

Ondrej Klinovský

184

Unlimited Torrent Downloader

epctex/torrent-downloader

Seamlessly download and seed unlimited files from any Torrent website with no restrictions. Access Magnet, HTTP, and HTTPS files without any blocks and effortlessly seed the files for optimal performance.

epctex

318

1.0

Awwwards Website Scraper 🎨

easyapi/awwwards-website-scraper

🎨 Extract detailed website data from Awwwards.com, including site information, author details, and creative tags. Perfect for design inspiration, trend analysis, and creative research.

EasyApi

5.0

Web Scraper and AI processor

scraping_samurai/web-scraper-and-ai-processor

Adaptive AI controller classifies page quality from fast HTTP fetches and selectively triggers headless rendering, then converts raw text into structured JSON from natural-language extraction prompts. Optimizes cost vs. accuracy with AI-guided escalation, retry, and thin/blocked content heuristics.

Scraping Samurai

Dynamic Web Scraper

josejet/dynamic-web-scraper

Dynamic Web Scraper is an Apify Actor that gathers information online by simulating user browsing behavior on the web. It reduces the time and amount of scraped web pages by using a model (ChatGPT) to make decisions regarding browser navigation and results evaluation.