• RAW DATA
  • KNOWLEDGE
  • ANALYSIS
  • HUMAN

How to scrape web content as Markdown with your AI

Connect ZenRows to your AI client once. From then on, your agent pulls clean text from any URL to feed your RAG pipeline or knowledge base.

Ask AI about this page

Short answer

How can I get clean Markdown from a website for my AI?

Your AI uses the ZenRows MCP to fetch a website and strip away the HTML, scripts, and ads. It returns pure Markdown that fits perfectly into your context window. You'll see how the data flows into your agent below.

The results.

Where the data lands.

The output of a scrape follows these paths.

RAW DATA

Clean Markdown text

The tool converts the site into structured Markdown. Your AI receives text that preserves headers and links without the junk.

KNOWLEDGE

Updated RAG pipelines

The scraped content goes straight into your vector database. This keeps your agent's knowledge current with live web data.

ANALYSIS

Context-ready snippets

Your agent uses the Markdown to answer questions. It avoids the confusion caused by messy HTML tags.

HUMAN

Manual review needed

You decide if the scraped content is accurate enough for your use case. The AI provides the text, but you control the final knowledge base.

The workflow

What your AI does when a URL arrives.

The AI handles the heavy lifting of navigating the web and cleaning the output.

  1. Fetch the site

    Your agent sends the URL to the MCP to bypass blocks and load the page content.

    scrape_markdown

  2. Strip the noise

    The tool removes all the JavaScript, CSS, and advertising clutter from the page.

    scrape_markdown

  3. Format as Markdown

    The raw HTML is converted into a clean Markdown structure that your AI understands.

    scrape_markdown

  4. Deliver to context

    The resulting text is handed back to your agent to be used in a prompt or a database.

    scrape_markdown

Try it

Copy these to start.

Use these prompts to trigger the scraping process immediately.

Starting points

Swap the bracketed text for your specific URLs or data needs.

ZenRows Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_jR8Ah5rxvahJ5kVneMnPRI8kVBd5MZWswd5Nogxu/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — ZenRows capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "zenrows-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jR8Ah5rxvahJ5kVneMnPRI8kVBd5MZWswd5Nogxu/mcp"
    }
  }
}
Copy into chat04

  • Scrape the content of https://example.com as Markdown and summarize the main points.

  • Use the scrape_markdown tool on this URL: https://docs.example.com and format it for my knowledge base.

  • Get the Markdown from https://blog.example.com and extract all the headings.

  • Read the text from https://news.example.com and tell me the top three stories in Markdown format.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect ZenRows once, then ask.

Just click to connect. Your credentials stay encrypted, and you can start scraping immediately in your favorite AI client.

Connect ZenRows to your AI

FAQ

How this task behaves.

  • 01

    Can the AI scrape content behind a login?

    No. The tool scrapes publicly accessible web content.

  • 02

    Will the AI automatically update my database?

    No. The AI provides the Markdown text, but you must manage the ingestion into your database or RAG pipeline.

  • 03

    Does it handle JavaScript-heavy websites?

    Yes. The tool renders the page to ensure the Markdown includes content loaded via JavaScript.

  • 04

    Can the AI change the website's content?

    No. This tool is read-only. It only pulls data from the web; it cannot modify any external sites.

  • 05

    What happens if a site blocks bots?

    The tool is designed to bypass common bot detection to ensure your agent can reach the content.

  • More questions about ZenRows? See everything the ZenRows Connector can do

Connect ZenRows to Claude, Cursor, ChatGPT & more