You can access the Bulk Article Extractor: Clean Text & Markdown for LLMs 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 = { "urls": [
9        "https://en.wikipedia.org/wiki/Web_scraping",
10        "https://docs.python.org/3/tutorial/introduction.html",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("isnard/article-extractor").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Article Extractor: Clean Text & Markdown for LLMs API in Python

The Apify API client for Python is the official library that allows you to use Bulk Article Extractor: Clean Text & Markdown for LLMs API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Bulk Article Extractor: Clean Text & Markdown for LLMs API in JavaScript

Bulk Article Extractor: Clean Text & Markdown for LLMs API through CLI

Bulk Article Extractor: Clean Text & Markdown for LLMs OpenAPI definition

Bulk Article Extractor: Clean Text & Markdown for LLMs API

Article Scraper & News Scraper API

tugelbay/article-extractor

Article scraper API for clean text and metadata from URLs as Markdown, text, or HTML for RAG, AI agents, monitoring, and research. Guide: https://konabayev.com/tools/article-extractor/?utm_source=apify_info&utm_medium=referral&utm_campaign=article-extractor

Tugelbay Konabayev

News Article Extractor

mina_safwat/news-article-extractor

Extracts clean article text, headline, authors, publish date, and images from any news site — or discovers the articles itself from a homepage

Mina

Website To Markdown

swarmgarden/website-to-markdown

Convert any webpage to clean, readable Markdown format. Perfect for content extraction and readability.

Swarm Garden

Smart Article & Blog Extractor

lightkong/universal-blog-scraper

Extract clean text, author, title, and reading time from any news, blog, or article webpage. Perfect for AI/LLM training and RAG systems.

Lightkong

RAG Web Browser

parseforge/rag-web-browser

Fetches web pages from search queries or direct URLs and returns clean content as markdown, text, and optional HTML. Designed to feed RAG pipelines and LLMs with structured data.

ParseForge

WeChat Official Account Scraper → Markdown 公众号

technicaldost/wechat-article-markdown-scraper

Turn any WeChat Official Account (微信公众号) article into clean, RAG-ready Markdown with title, author, account name, publish time, cover and image URLs. No API key or WeChat account needed for article URLs; optional keyword discovery via Sogou WeChat search.

Technical Dost Solutions

Site to Agent Feed (URL to RAG-ready Markdown)

constant_quadruped/site-to-agent-feed

Turn any URL into clean, RAG-ready Markdown + structured JSON for LLMs and AI agents. Self-healing main-content extraction (survives redesigns), headings/links/tables, optional change-detection. No paid APIs.

Website Content Crawler to Markdown for RAG & LLMs

rod_analytics/website-to-markdown

Low-cost website content crawler: turn any site into clean Markdown for RAG, LLMs and AI agents at a flat $0.30 per 1,000 pages. Main-content extraction, GFM tables, RAG chunks, llms.txt per domain, robots.txt respected.

Rod Services

Article Extractor - Clean Text, Author, Date & Image

scrapesage/article-extractor

Extract clean article content from any list of URLs: title, author, publish date, excerpt, lead image, tags, reading time and the full article text - stripped of nav, ads and clutter with Mozilla Readability. No browser. Independent tool, not affiliated with any site it processes.

Scrape Sage

Smart Article Extractor

datapilot/smart-article-extractor

It collects title, author, publish date, text, summary, keywords, images, and word count. Supports proxy use and outputs clean JSON results.News Article Extractor Actor fetches article URLs and extracts structured content using Requests, , and Newspaper3k.