• CLEAN TEXT
  • RAG READY
  • CONTEXT
  • HUMAN

How to extract clean web data for your AI

Connect Jina AI to your agent to turn messy websites into clean text. Your AI gets the content it needs without the layout clutter.

Ask AI about this page

Short answer

How do I get clean text from a URL for my AI?

Use the Jina AI connector to strip away HTML, ads, and navigation junk. This leaves you with high-density text that fits perfectly into your RAG or context window. You'll see exactly how the data moves from a URL to your agent below.

The results.

Where your data lands.

The connector handles the heavy lifting of parsing, so your AI only sees the signal.

CLEAN TEXT

High-density content

The tool strips everything but the core text. Your AI receives a clean string ready for processing.

RAG READY

Optimized for retrieval

Because the noise is gone, your embeddings stay accurate. You get better search results in your vector database.

CONTEXT

Reduced token usage

Removing HTML tags saves space. You can fit more actual information into a single prompt.

HUMAN

Manual review

You decide if the extracted text is sufficient. The AI provides the data, but you control the final quality check.

The workflow

What your AI does when a URL arrives.

The agent uses the connector to bypass the browser and grab the raw content.

  1. Fetch the page

    Your agent sends the target URL to the connector to initiate the request.

    read_url

  2. Strip the noise

    The connector removes all the HTML tags, scripts, and CSS that clog up the context.

    read_url

  3. Format for text

    The remaining content is converted into a clean, readable text format.

    read_url

  4. Deliver to agent

    The clean text is passed back to your AI client for immediate use.

    read_url

Try it

Copy these to start.

Use these prompts to trigger the extraction process.

Starting points

These are basic ways to start. Swap out the URLs for the ones you actually need 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_Gza6Drx72jH8vtBy0iAFsasyQnT7I8NYxoBnHuHb/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-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Gza6Drx72jH8vtBy0iAFsasyQnT7I8NYxoBnHuHb/mcp"
    }
  }
}
Copy into chat04

  • Read the content from https://example.com and summarize the main points.

  • Extract all the technical specifications from this URL: https://docs.example.com/api

  • Clean the text from https://blog.example.com and tell me who the author is.

  • Get the text from https://news.example.com and list the top three headlines.

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

Start here

Connect Jina AI once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start using the tools in any MCP-compatible client immediately.

Connect Jina AI to your AI

FAQ

How this task behaves.

  • 01

    Does the AI see the original HTML code?

    No. The connector strips the HTML tags before the text reaches your AI.

  • 02

    Can the AI click buttons on the website?

    No. This connector reads the content of a URL; it does not interact with or click elements on a live webpage.

  • 03

    Will this work for sites behind a login?

    No. The tool reads publicly accessible URLs. It cannot bypass authentication or access private accounts.

  • 04

    Does it save the data to a file?

    No. The tool provides the text to your AI client. You must manually save the output if you want a file.

  • 05

    Can the AI change the website content?

    No. The tool is read-only. It can only extract information, not modify the source website.

  • 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