• CLEAN
  • LEAN
  • READY
  • HUMAN

How to clean scraped web content with your AI

Connect this MCP once to give your agent a direct way to strip HTML. It turns messy web snippets into clean text for better reasoning.

Ask AI about this page

Short answer

How do I clean scraped web content with my AI?

Use the extract_text tool to strip HTML tags and non-text elements from a webpage. This leaves your agent with a lean version of the site content that's easier to analyze. You'll get pure text without the code clutter.

The results.

What your cleaned data looks like.

The tool processes raw snippets into usable information.

CLEAN

Pure text content

The tool removes all HTML tags and scripts. You get the actual words from the page without any code noise.

LEAN

Reduced token usage

By stripping the junk, your agent processes fewer tokens. This makes your prompts cheaper and faster.

READY

Context for reasoning

Your agent receives only the relevant text. This prevents the model from getting distracted by div tags or CSS.

HUMAN

Manual review needed

The AI handles the extraction, but you still need to check if the text captured the specific data points you wanted.

The workflow

What your AI does when the content arrives.

The process moves from raw code to structured text.

  1. Identify raw HTML

    Your agent receives the messy snippet containing all the web markup and scripts.

    extract_text

  2. Strip the junk

    The tool identifies and removes everything that isn't actual readable text.

    extract_text

  3. Format the output

    The remaining text is organized into a clean string for the agent to read.

    extract_text

  4. Deliver to agent

    The clean text is passed back to your agent for its next task.

    extract_text

Try it

Copy these to start.

Use these prompts to trigger the extraction immediately.

Starting points

These are basic ways to start. Swap out the specific URLs or topics for your own needs.

HTML to Text Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SysDuQ62YvTsgwb2hASFhdj4BF73LHmLrxQ5jOhX/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 — HTML to Text capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "html-to-text-extractor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SysDuQ62YvTsgwb2hASFhdj4BF73LHmLrxQ5jOhX/mcp"
    }
  }
}
Copy into chat04

  • Clean the text from this URL so I can summarize it: https://example.com/article

  • Extract the main text from this snippet and remove all the HTML: <div><p>Hello World</p></div>

  • Read the content at https://example.com/pricing and give me a list of the tiers.

  • Strip the junk from this webpage snippet and tell me what the main heading is.

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

Start here

Connect HTML to Text Extractor once, then ask.

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

Connect HTML to Text Extractor to your AI

FAQ

How this task behaves.

  • 01

    Can the AI extract images from the page?

    No. This tool is specifically for extracting text. It does not pull images or video files.

  • 02

    Will this tool change the original website?

    No. The tool only reads the content and provides a text version to your agent. It cannot modify the source site.

  • 03

    Does it remove all formatting?

    Yes. It strips the HTML tags to provide a clean text string, which removes layout-specific formatting.

  • 04

    Can I use this to scrape data into a spreadsheet?

    The tool extracts the text, but it does not have a tool to write directly to spreadsheets. You would need to ask your agent to format the text for a spreadsheet after it is cleaned.

  • 05

    Does it work on password-protected sites?

    No. The tool can only access content that is publicly reachable via the provided URL.

  • More questions about HTML to Text Extractor? The Connector page answers them. See everything the HTML to Text Extractor Connector can do

Connect HTML to Text to Claude, Cursor, ChatGPT & more