# HTML to Text Extractor MCP for AI Agents AI Agent Connect

> HTML to Text Extractor strips messy HTML, CSS, and scripts to give your AI client perfectly readable plain text. It's designed to save you massive amounts of context window space when your agent needs to process emails, web pages, or raw API responses that are bloated with markup.

## Overview
- **Category:** loved-by-devs
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_SysDuQ62YvTsgwb2hASFhdj4BF73LHmLrxQ5jOhX/ai-agent-connect
- **Tags:** text-extraction, html-parsing, token-optimization, data-cleaning, web-scraping

## Description

The HTML to Text Extractor strips messy HTML, CSS, and scripts to give your AI client perfectly readable plain text. When your agent pulls data from a CRM like Zendesk or an email provider like Gmail, it often gets hit with a massive wall of code. This wastes your context window and makes it harder for the AI to find the actual information you need. Instead of parsing through thousands of lines of junk, your agent gets a clean version of the content. This Connector solves that by acting as a filter. It cleans up the noise while keeping the important stuff like lists, links, and basic layout intact. It makes your agent faster and more accurate because it isn't getting distracted by the formatting. You can find this in the Vinkius catalog to keep your workflows lean and your token costs down. It's about making sure your agent actually hears what you're saying instead of getting lost in the web's underlying structure. It turns a complicated data problem into a simple text stream that any agent can handle without breaking a sweat. Whether you're processing customer support tickets, scraping news articles, or cleaning up raw API responses, this tool ensures the data is usable.

## Tools

### extract_text
Sends raw HTML to the Connector and returns a clean text string. It's the primary way to strip markup while keeping the content readable.

## Prompt Examples

**Prompt:** 
```
Extract the text from this messy HTML email before I summarize it.
```

**Response:** 
```
Extracted Text:

**From:** Support Team
**Subject:** Issue with Account

Hello,

We received your request regarding the login issue. Our team is looking into it now. You can expect an update within 24 hours.

Thanks,
Support
```

**Prompt:** 
```
Convert this raw HTML page snippet into plain text.
```

**Response:** 
```
Extracted Text:

**Product Features**

*   Fast processing
*   Secure encryption
*   Easy integration

Click here to learn more about our latest updates.
```

**Prompt:** 
```
Strip all the tables and CSS from this HTML string.
```

**Response:** 
```
Extracted Text:

The pricing for the basic plan starts at $10 per month. For the premium plan, the price is $50 per month. Both plans include 24/7 support.
```

## Capabilities

### Strip HTML tags
Removes all markup to leave only the raw content.

### Save context window
Reduces token usage by up to 95% on heavy pages.

### Preserve layout
Keeps lists and links in their original positions.

### Clean web scraping
Turns messy websites into readable text for your agent.

### Simplify email reading
Extracts just the message body from bloated HTML emails.

## Use Cases

### Summarizing messy Zendesk tickets
The raw HTML from a CRM ticket is huge. Use extract_text to strip the markup so your agent can summarize the customer's issue without hitting a context limit.

### Scraping a blog for news
Websites are full of ads and scripts. Use extract_text to grab just the article body, letting your agent focus on the content instead of the clutter.

### Processing Gmail threads
Nested HTML in emails often confuses agents. Strip the markup first to let your AI read the conversation flow naturally.

### Reading a product page
When your agent needs to compare products, use extract_text to turn complex web pages into clean text for easier comparison.

## Benefits

- Cut context costs: `extract_text` removes junk so you don't pay for CSS or scripts. This keeps your context window clear for actual data, allowing for much longer conversations.
- Faster responses: Your agent processes text much quicker without parsing 3MB of code. It gets to the point immediately and handles more requests per minute.
- Better accuracy: By removing broken tables and inline styles, the AI stays focused on the actual content. It reduces confusion and prevents the agent from hallucinating.
- Preserved links: It keeps URLs intact so your agent can still reference original sources. You don't lose the ability to click back to the source material.
- Layout integrity: Lists and basic spacing remain, so the AI understands the document flow. It keeps the structure of your data without losing the hierarchy.

## How It Works

The bottom line is you stop wasting tokens on junk code and start giving your AI the actual data it needs to work.

1. Pass the raw HTML string to the Connector.
2. The Connector strips CSS, scripts, and tags while keeping structure.
3. You get back a clean plain-text string ready for your AI.

## Frequently Asked Questions

**Does the HTML to Text Extractor preserve my links?**
Yes, it keeps URLs intact so your agent can still reference original sources while removing the surrounding markup.

**Can I use the HTML to Text Extractor for Zendesk tickets?**
Yes, it's perfect for cleaning up CRM data. It strips out the heavy HTML and gives your agent just the text of the ticket.

**How much context does it save?**
It can reduce your token usage by up to 95% by removing all the CSS, scripts, and other junk that your AI doesn't need to read.

**Does it remove images?**
Yes, it strips out the image tags and other markup, leaving you with a clean plain-text version of the content.

**Is it good for web scraping?**
It's a great tool for web scraping. It turns messy websites into readable text so your agent can process the information accurately.

**Will it mess up my lists?**
No, it's designed to preserve spatial layout and lists so that the structure of the original content remains clear for your agent.

**Does it keep the links?**
By default, it drops the raw hrefs to save tokens, but preserves the text of the link.

**Will it extract text from images?**
No, it strips `` tags completely. It does not perform OCR.

**Is it safe against malicious scripts?**
Yes, `` tags and their contents are completely ignored and stripped from the final text.