# JigsawStack MCP for AI Agents AI Agent Connect

> JigsawStack MCP gives your AI agent a toolkit for web scraping, OCR, translation, and data validation. It turns natural language into structured data and SQL queries, making it easy to handle messy web content or complex data cleaning tasks without writing custom scripts.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/ai-agent-connect
- **Tags:** web-scraping, text-to-sql, ocr, data-validation, geocoding, api-utility

## Description

You can give your AI agent the ability to grab data from websites and turn it into something actually usable. Instead of manually copying and pasting info from different tabs, you just tell your agent what to find. It handles the heavy lifting of navigating the web, extracting the right fields, and cleaning up the mess. If you're dealing with images, it can read the text off them or check if they're safe for your platform. It also handles the boring stuff like validating phone numbers or converting a list of addresses into actual coordinates. When you're ready to move that data, it can write the SQL queries for you. It's a way to bridge the gap between messy internet data and a clean database. You can find JigsawStack listed in the Vinkius catalog to get everything connected in one go. It takes the repetitive parts of data collection and automation and puts them into a single conversational interface. This means you spend less time wrestling with HTML tags or debugging SQL syntax and more time actually using the information you find. Whether you're building a lead list or populating a product catalog, this tool gives your agent the specialized skills it needs to handle data at scale.

## Tools

### ai_web_scrape
Tell your agent which site to visit and what data to pull. It handles the scraping logic for you.

### check_nsfw_image
Send an image URL to see if it contains inappropriate content. It helps keep your platform safe.

### summarize_text
Feed in a long article or document to get a quick summary. It saves you from reading through fluff.

### ai_web_search
Let your agent search the live web for current information. It keeps your agent's knowledge up to date.

### check_profanity_text
Scan any block of text for offensive language. Use this to moderate user comments or reviews.

### translate_text
Convert text from one language to another instantly. It's great for globalizing your content.

### extract_text_from_image
Pull text out of photos or screenshots using OCR. This helps digitize physical documents.

## Prompt Examples

**Prompt:** 
```
Find the prices of the top 5 laptops on Best Buy and put them in a table.
```

**Response:** 
```
I've scanned the latest listings and compiled the top 5 laptops for you:

| Model | Price | Rating |
| :--- | :--- | :--- |
| **MacBook Pro 14** | $1,999 | 4.8/5 |
| **Dell XPS 15** | $1,699 | 4.7/5 |
| **ASUS ROG Zephyrus** | $1,899 | 4.6/5 |
| **HP Spectre x360** | $1,549 | 4.5/5 |
| **Lenovo Legion 5** | $1,299 | 4.4/5 |
```

**Prompt:** 
```
I have a list of addresses in my notes. Can you turn them into coordinates for my map?
```

**Response:** 
```
I've processed those addresses for you. Here are the coordinates:

1. 123 Main St, New York, NY $\rightarrow$ **40.7128, -74.0060**
2. 456 Market St, San Francisco, CA $\rightarrow$ **37.7749, -122.4194**
3. 789 Michigan Ave, Chicago, IL $\rightarrow$ **41.8781, -87.6298**

Would you like me to format these into a CSV file for your mapping software?
```

**Prompt:** 
```
Look at this product description and tell me if it's safe to post on a family-friendly site.
```

**Response:** 
```
I've scanned the description for you. 

**Status: Safe to post.**

I checked for profanity and inappropriate content and found nothing that violates family-friendly guidelines. The language is clean and suitable for all audiences.
```

## Capabilities

### Extract web data
Pull structured information from any website using plain English instructions.

### Convert language to SQL
Turn your natural language descriptions into ready to run database queries.

### Translate content
Convert text into different languages instantly for global reach.

### Verify contact info
Check if emails and phone numbers are valid and formatted correctly.

### Geocode addresses
Turn physical street addresses into geographic coordinates for mapping.

### Read text from images
Use OCR to pull text out of photos, screenshots, or scanned documents.

## Use Cases

### Cleaning a lead list
Scrape a directory for emails, then use check_profanity_text and email validation to clean the list before importing it to your CRM.

### Global content localization
Take a long blog post, use summarize_text to make a TL;DR, and translate_text for a Spanish version.

### Mapping delivery zones
Take a list of customer addresses and use geocoding to turn them into coordinates for your logistics map.

### E-commerce price tracking
Scrape competitor prices from a retail site and use ai_web_search to find current market trends.

## Benefits

- Stop writing custom scrapers with ai_web_scrape to get structured data from any site.
- Move from natural language to database actions instantly using SQL generation.
- Keep your content safe by scanning for offensive language and NSFW images automatically.
- Skip the manual translation work by using translate_text for global content updates.
- Turn physical mail into digital maps by converting addresses to coordinates with geocoding.
- Digitize physical records quickly by pulling text from images with OCR.

## How It Works

The bottom line is it turns your AI into a high-speed data extraction and validation engine.

1. Subscribe to JigsawStack and get your API key from the dashboard.
2. Connect your API key to your AI client in the Connector settings.
3. Ask your agent to scrape a site, validate a list, or write a query.

## Frequently Asked Questions

**Can JigsawStack MCP help me scrape websites?**
Yes. It allows your AI agent to visit websites and pull out specific data points like prices, names, or descriptions based on your instructions.

**How does JigsawStack MCP handle image text?**
It uses OCR technology to read text from images or screenshots. You can ask your agent to pull text out of a photo of a document or a menu.

**Can I use JigsawStack MCP to write database queries?**
Absolutely. You can describe what data you want in plain English, and the Connector helps your agent generate the correct SQL query to get it.

**Does JigsawStack MCP support multiple languages?**
Yes. It can translate text between many different languages, making it easy to localize your content or summarize foreign articles.

**How does JigsawStack MCP keep my content safe?**
It includes tools to scan text for profanity and check images for NSFW content, helping you moderate user-generated content automatically.

**Can JigsawStack MCP validate my contact lists?**
Yes. It can check if the emails and phone numbers in your list are valid and correctly formatted so you don't waste time on bad leads.

**Can I scrape any web page and extract structured data?**
Yes. The web scraping tool uses AI to extract structured data from any URL. Specify what data you want to extract and the tool returns it in a structured format.

**Can I generate SQL queries from natural language?**
Yes. The text-to-SQL tool converts natural language descriptions into SQL queries. Provide your schema and a plain English question to get the corresponding SQL.

**How does JigsawStack authentication work?**
JigsawStack uses a custom `x-api-key` header (not Bearer) for all requests to `api.jigsawstack.com/v1`.