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from $20.00 / 1,000 page reads

Web Page to Markdown & Text - URL Reader for LLMs & RAG

Read any web page as clean text + Markdown for LLMs and automations. Strips ads, nav, and scripts; returns the main content, metadata (title, author, date, word count), and an optional AI TL;DR + key points. The web-reading primitive for AI agents, RAG pipelines, and no-code flows.

Pricing

from $20.00 / 1,000 page reads

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You can access the Web Page to Markdown & Text - URL Reader for LLMs & RAG 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 = { "url": "https://en.wikipedia.org/wiki/Web_scraping" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("entranced_gelato/ai-web-page-reader").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

URL to Markdown & Clean Text for LLMs, RAG & Agents API in Python

The Apify API client for Python is the official library that allows you to use Web Page to Markdown & Text - URL Reader for LLMs & RAG API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Web Page to Markdown & Text - URL Reader for LLMs & RAG API in JavaScript

Web Page to Markdown & Text - URL Reader for LLMs & RAG API through CLI

Web Page to Markdown & Text - URL Reader for LLMs & RAG OpenAPI definition

Web Page to Markdown & Text - URL Reader for LLMs & RAG API

Web to Markdown — AI-Ready Text from Any URL

wsgcjj/web-to-markdown

Convert any web page URL to clean Markdown format. Perfect for LLM training data, RAG pipelines, and AI content processing. Extracts main content, strips ads/nav/footers.

陈俊杰

Web Page to Clean Markdown

consistent_tradition/web-to-markdown

Extracts clean Markdown text from any web page. Perfect for AI/RAG datasets, research corpora, and content analysis.

Peter PANG

Webpage Text Extractor (Readability)

eliai/webpage-text-extractor

Extract the clean main article content of any URL as plain text and markdown — strips nav, ads, footers. The reader API agents need for RAG.

Anthony Snider

RAG Web Browser

parseforge/rag-web-browser

Give your AI agents real-time web access! Search the web on any topic and get full page content as clean Markdown, ready for LLMs, RAG pipelines, or OpenAI Assistants. Includes titles, descriptions, links, authors, images, and metadata. Start grounding your AI with fresh data in minutes!

ParseForge

AI Web Reader (RAG Ready)

viinaysonii/ai-web-reader-rag-ready

Convert any webpage into clean, structured, AI-ready Markdown. Removes ads, images, and UI noise, normalizes content, and outputs data optimized for LLMs, RAG pipelines, and AI agents. Fast, scalable, and built for real-world AI workflows.

🧠 RAG Web Browser — Web Content for AI & LLMs

nexgendata/rag-web-browser

Web browser for RAG pipelines and AI agents. Search Google, scrape top results, return clean Markdown. Feed your LLM with real-time web data. Works with Claude, GPT, LangChain, CrewAI. No API key needed.

NexGenData

Website to Markdown Crawler

entranced_gelato/my-actor

Crawl any website from a start URL and get every page as clean text + Markdown for LLMs, RAG, and AI agents. Follows internal links with depth and page limits, strips nav and ads, and returns one structured record per page. A fast, no-config site-to-Markdown crawler.

AIDevs

Web Article Extractor — Clean Reader Mode Text & Metadata

maged120/reader-mode

Extract clean, readable article content from any web page. Strips ads, navigation, and clutter — returns title, author, full body text, and publish date in structured JSON.

Maged

AI Web-to-Markdown Extract API — URL to Clean JSON for LLMs

olican/ai-web-to-markdown-extract

Scrapes any webpage, automatically cleans HTML clutter (nav, footers, scripts, ads, cookie consent banners), and transforms the main content into clean, structured Markdown for LLMs and RAG.