• CLEAN TEXT
  • STRUCTURED DATA
  • CONTEXT
  • HUMAN REVIEW

How to extract clean markdown from any website with your AI

Connect Jina AI to your agent to turn cluttered web pages into structured text. Once connected, your AI can read any URL without the noise of sidebars or ads.

Ask AI about this page

Short answer

How can I get clean markdown from a URL using my AI?

Your AI uses the Jina AI connector to fetch the core content of a webpage while ignoring the clutter. It converts the HTML into structured Markdown, giving your agent a clean text block to work with. This setup provides the following outcomes.

Where every result lands.

The outcomes of clean extraction

The AI processes the raw web data into these specific formats.

CLEAN TEXT

Noise-free content

The agent strips out ads, headers, and footers. You get the actual article or data you actually wanted to read.

STRUCTURED DATA

Markdown formatting

The tool converts HTML into Markdown. This keeps headings, lists, and links intact for your agent to follow.

CONTEXT

Better reasoning

Because the junk is gone, your agent doesn't get distracted by irrelevant text. This leads to much sharper answers.

HUMAN REVIEW

Manual verification

You decide if the extracted text is sufficient. The AI provides the text, but you control the final context used in your chat.

The workflow

What your AI does when a URL arrives.

The agent handles the heavy lifting of web scraping and cleaning.

  1. Fetch the page

    Your agent reaches out to the provided URL to grab the raw HTML content.

    read_url_content

  2. Strip the noise

    The connector identifies and removes non-essential elements like navigation menus and advertisements.

    read_url_content

  3. Convert to Markdown

    The HTML is transformed into a clean Markdown structure that preserves the logical flow of the page.

    read_url_content

  4. Deliver context

    The final, structured text is handed back to your agent for processing or answering questions.

    read_url_content

Try it

Copy these to start.

Use these prompts to begin extracting data immediately.

Starting points

Replace the URL in these prompts with the specific link you want to process.

Jina AI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wGxcPgjZXIdTEE0fANy2lSVGB9dv2CeDi7TDmWBG/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 — Jina AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jina-ai-search-foundation-llm-grounding-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wGxcPgjZXIdTEE0fANy2lSVGB9dv2CeDi7TDmWBG/mcp"
    }
  }
}
Copy into chat04

  • Read the content of https://example.com and summarize the main points in Markdown.

  • Convert this page to clean Markdown: https://example.com/article

  • Extract all the headings and lists from https://example.com/data as Markdown.

  • Look at https://example.com and tell me what the primary argument is based on the text.

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

Start here

Connect Jina AI once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted, and you can start using the tools immediately.

Connect Jina AI to your AI

FAQ

How the extraction works

  • 01

    Can the AI browse the web on its own?

    No. The AI only accesses specific URLs that you provide in your prompt.

  • 02

    Will it extract images from the website?

    No. It extracts the text and the Markdown structure, not the raw image files.

  • 03

    Does it work on sites behind a login?

    No. The tool can only read publicly accessible URLs.

  • 04

    Can the AI change the website content?

    No. The tool is read-only. It only pulls data from the web to give to your agent.

  • 05

    What happens if a site blocks scrapers?

    If the site blocks the request, the tool will fail to retrieve the content and your agent will let you know.

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

Connect Jina AI to Claude, Cursor, ChatGPT & more