• CLEAN TEXT
  • RAW DATA
  • ANALYSIS
  • HUMAN

How to scrape web pages to markdown with your AI

Connect Nimbleway once. After that, your AI can pull content from any site and turn it into clean text for analysis.

Ask AI about this page

Short answer

How can I turn a website into markdown for my AI?

Use Nimbleway to pull the raw content from a URL and convert it into clean Markdown. This removes the messy HTML tags that confuse your AI, leaving only the text and structure it needs. You'll get structured data ready for immediate prompting.

The results.

Where your data lands.

The AI handles the heavy lifting of cleaning the web, leaving you with usable text.

CLEAN TEXT

Markdown output

The AI uses the extraction tools to strip out scripts and styles. You get pure Markdown that preserves headers and lists.

RAW DATA

HTML access

If you need the full structure, the AI can grab the original HTML. This is useful for more complex parsing tasks.

ANALYSIS

Ready for prompts

Once the text is cleaned, your AI can immediately summarize, query, or rewrite the content without noise.

HUMAN

Manual review

You decide if the scraped content is accurate or if certain sections need to be ignored before you run a large batch.

The workflow

What your AI does when a URL arrives.

The AI acts as a bridge between the messy web and your clean chat interface.

  1. Fetch the page

    The AI reaches out to the target URL to grab the underlying code.

    extract_html

  2. Strip the clutter

    It removes the junk like navigation bars, ads, and tracking scripts.

    extract_markdown

  3. Format the content

    The AI organizes the remaining text into a readable Markdown structure.

    extract_markdown

  4. Deliver the text

    The cleaned Markdown is passed directly into your chat context.

    extract_markdown

Try it

Copy these to start.

Use these prompts to trigger the scraping process immediately.

Starting points

Swap out the bracketed info for your actual URL or specific content needs.

Nimbleway Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XYkQNoCBJIX2uN14umVVJNn1oe6cSfTAsucoa2j7/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 — Nimbleway capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nimbleway-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XYkQNoCBJIX2uN14umVVJNn1oe6cSfTAsucoa2j7/mcp"
    }
  }
}
Copy into chat04

  • Scrape the content from https://example.com/article into markdown and summarize it.

  • Convert the HTML from this URL into clean markdown: https://docs.example.com/api

  • Read the text on https://blog.example.com/post and extract all the main headings.

  • Get the markdown version of https://news.example.com/today so I can analyze the trends.

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

Start here

Connect Nimbleway once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start scraping right away in your favorite client.

Connect Nimbleway to your AI

FAQ

How this task behaves.

  • 01

    Can the AI scrape content behind a login?

    No. This connector only accesses publicly available web pages.

  • 02

    Will it change the actual website?

    No. The AI only reads and copies the data. It cannot modify or delete anything on the original site.

  • 03

    Does it work with images?

    It extracts the text and the markdown structure. It does not download or host image files for you.

  • 04

    Can I use this to scrape a whole site at once?

    No. The current tools are designed to process specific URLs provided in your prompt.

  • 05

    What happens if a site blocks bots?

    If the site prevents access, the AI will report that it cannot reach the page.

  • More questions about Nimbleway? The Connector page answers them. See everything the Nimbleway Connector can do

Connect Nimbleway to Claude, Cursor, ChatGPT & more