You can access the URL to Clean Markdown — for AI Agents 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 = { "urls": [{ "url": "https://en.wikipedia.org/wiki/Model_Context_Protocol" }] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("great_saint/url-to-markdown").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 Clean Markdown — for AI Agents API in Python

The Apify API client for Python is the official library that allows you to use URL to Clean Markdown — for AI Agents API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

URL to Clean Markdown — for AI Agents API in JavaScript

URL to Clean Markdown — for AI Agents API through CLI

URL to Clean Markdown — for AI Agents OpenAPI definition

URL to Clean Markdown — for AI Agents API

Markdownify MCP Server

maximedupre/markdownify-mcp-server

Markdownify MCP Server converts webpage URLs to clean Markdown for AI, RAG, docs, and migration workflows. Batch URLs, render JavaScript pages, tune selectors, and export source-backed results.

Maxime Dupré

URL to Markdown for LLMs (polite, robots-respecting)

weltverbenzer/url-to-markdown-for-llms

Turn any URL into clean, LLM-ready Markdown for AI agents and RAG pipelines. Enforces robots.txt, extracts main content (Readability) and converts to Markdown. Returns title, byline and markdown.

Johannes Witt

Web to Markdown API — HTML Scraper works with all sites

imapp/web-markdown-api

Convert any public URL to clean, token-efficient Markdown — purpose-built for RAG pipelines, LLM ingestion, and AI agents. Multi-layer bot evasion handles Cloudflare & JS SPAs. CSS selector filtering, metadata extraction, and token budget control included. Free trial, Pay-per-result from $0.0004.

INAPP

URL to Markdown — Clean Web Reader for AI Agents

logiover/url-to-markdown

Turn any URL into clean, LLM-ready Markdown in one call. Keyless Firecrawl / Jina Reader alternative: strips nav, ads and boilerplate, returns article Markdown + metadata. No API key, no browser.

Logiover

Website Scraper API

kindred_sheng/stealthscrape-api

Give any URL and get back clean Markdown text. Perfect for AI agents, LLM pipelines, and anyone who needs live web data without the HTML clutter.

Manas Raj

Web Search API for RAG — Search & Extract

tugelbay/rag-web-browser

Web search API for RAG and AI agents. Search Google or fetch public URLs and return clean Markdown, text, or HTML with sources. Guide: https://konabayev.com/tools/rag-web-browser/?utm_source=apify_info&utm_medium=referral&utm_campaign=rag-web-browser

Tugelbay Konabayev

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

entranced_gelato/ai-web-page-reader

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.

AIDevs

AI Web to Markdown - LLM-Ready Extractor

wiry_kingdom/ai-web-to-markdown

Convert any URL into clean LLM-ready markdown. Strips ads, nav, footer. Preserves headings, lists, tables, code blocks. Returns token count. Perfect for RAG, fine-tuning, AI agents. 10x cheaper than Firecrawl.

Mohieldin Mohamed

TheCrawler — validated extraction contracts for AI agents

accurate_pouch/the-crawler

Validated extraction contracts for AI agents: crawl pages, diagnose readiness before LLM calls, and extract typed JSON with validation evidence. Markdown, structured errors, PDF/DOCX.

Manchitt Sanan

Webpage Text Extractor â€” URL to Clean Text & Markdown

eliai/webpage-text-extractor

Pass article or page URLs; get back the clean, readable main text as Markdown or plain text, one result per URL â€” ads, navigation, and boilerplate stripped with Readability. Pay only per result extracted. Built for RAG pipelines, AI agents, and content workflows.

Anthony Snider

LLM-Ready Web Extractor — URL to Clean Markdown & JSON

f0rty7even/llm-web-extractor

Turn any web page or site into clean, LLM-ready Markdown and structured JSON for RAG, agents, and fine-tuning. Strips nav/ads/boilerplate; returns main content + metadata.