You can access the Website to Markdown for RAG: Clean Text, Chunks, Sitemaps 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    "urls": ["https://quotes.toscrape.com/page/2/"],
10    "startUrls": ["https://quotes.toscrape.com/"],
11    "maxPages": 2,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("ataism/web-to-markdown").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

Website to Markdown Converter for RAG and LLMs API in Python

The Apify API client for Python is the official library that allows you to use Website to Markdown for RAG: Clean Text, Chunks, Sitemaps API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Website to Markdown for RAG: Clean Text, Chunks, Sitemaps API in JavaScript

Website to Markdown for RAG: Clean Text, Chunks, Sitemaps API through CLI

Website to Markdown for RAG: Clean Text, Chunks, Sitemaps OpenAPI definition

Website to Markdown for RAG: Clean Text, Chunks, Sitemaps API

Website Content Crawler - Clean Text, Markdown & RAG Chunks

topapi/website-content-crawler

Crawl any website or URL list for $1.20 per 1,000 pages: one row per page with clean text, Markdown, HTML, metadata, links, headings, tables and RAG chunks. Plain HTTP first, headless Chrome only for JavaScript pages. Sitemaps, llms.txt, PDF/DOCX text, Bing/DuckDuckGo search, change monitor.

Top Api

Ai Ready Web Page To Markdown Converter

mustafa.irshaid.113/ai-ready-web-page-to-markdown-converter

Convert any webpage into structured Markdown and HTML using just a URL. Get the page title, link, and content—perfect for SEO, devs, and AI crawlers. Fast, clean, and ideal for repurposing or analysis. Start turning websites into Markdown instantly.

Mustafa Irshaid

X (Twitter) Article to Markdown Scraper - Long Form Posts

seemuapps/x-article-to-markdown-scraper

Convert any X (Twitter) long-form Article or Notes post into clean Markdown, ready for AI, RAG, and LLM ingestion pipelines.

Seemu Scraping

Website To Markdown

smart_api/website-to-markdown

Convert any webpage into clean, LLM-ready Markdown in seconds — perfect for AI training data, RAG pipelines, and content archiving.

SmartApi

5.0

(1)

Simple Website Scrapper (markdown format)

manojaditya64/simple-website-scrapper-markdown-format

A simple website scrapper that scrapes websites and converts it into markdown format which is easy to use with LLM. You can feed markdown data to LLM for easy analysis.

Manojaditya Nadar

5.0

(1)

Universal Web to Markdown (Bulk & AI-Ready)

lentic_october/web-to-markdown-converter

Bulk convert any website URLs to clean Markdown for AI & LLMs. Universal scraper that removes ads, scripts, and clutter. Optimized for RAG, ChatGPT, Claude, and LangChain. Fast, async, and API-ready.

kalthireddy Abhishek

Web-to-Markdown Generator for AI & RAG Pipelines

profitstack/web-to-markdown-generator-for-ai-rag-pipelines

Convert any website into clean, heading-based chunking, LLM-ready Markdown for RAG and AI agents.

Manas Mantri

PDF & DOCX to Markdown — Document Extractor for LLM/RAG

fetchbase/document-to-markdown

Convert PDF and Word (DOCX) documents into clean Markdown, text, or JSON. Smart PDF paragraph reflow, page markers for RAG citations, full DOCX structure (headings, lists, tables), custom auth headers. No browser — parses in seconds. Charged per page processed — no startup fee.

Fetchbase

Website to Markdown for LLM & RAG — Crawl4AI URL to Clean

bikram07/web-to-markdown-crawl4ai

Convert any URL, sitemap, or whole website into clean, LLM-ready Markdown for RAG, vector databases, and AI agents. Hosted Crawl4AI in a real Chromium browser — renders JavaScript and SPAs, strips boilerplate, and exports JSON/CSV. Callable over MCP from Claude and Cursor.

Bikram

AI-Powered Smart Web Scraper

cloud9_ai/ai-web-scraper

Intelligent content extraction from any website using Crawlee + AI. Auto-detects structure, adapts to layout changes, handles JavaScript rendering. No custom code needed. Extract articles, products, listings from 1000s of pages.