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Vinkius

JigsawStack Connector for AI agents.

7 live capabilities

Extract web data and automate SQL generation for your data pipelines.

Live agent request JigsawStack / Connector

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AI Agent

Why people use JigsawStack

JigsawStack for Web Scraping and Data Extraction

This Connector lets your agent do the heavy lifting. Just tell it which site to hit, and it pulls the data into a clean format for you. You get a finished list instead of a dozen open tabs.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

It turns your AI into a high-speed data extraction and validation engine.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    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.

  2. Real-world use case 02

    Global content localization

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

  3. Real-world use case 03

    Mapping delivery zones

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

Complete set · 7capabilities

The complete JigsawStack capability set.

These are the exact actions your AI can choose when you ask it to work with JigsawStack.

Capability set01 / 02

01—04

4 capabilities in this set.

Part of 7 available through JigsawStack.

  1. 01 Capability

    Ai web scrape

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

  2. 02 Capability

    Check nsfw image

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

  3. 03 Capability

    Summarize text

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

  4. 04 Capability

    Ai web search

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

Capability set02 / 02

05—07

3 capabilities in this set.

Part of 7 available through JigsawStack.

  1. 05 Capability

    Check profanity text

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

  2. 06 Capability

    Translate text

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

  3. 07 Capability

    Extract text from image

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

Set up in minutes

One URL. Then ask JigsawStack to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use JigsawStack from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it JigsawStack, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable JigsawStack for the conversation.

Where the request belongs

Work JigsawStack can move forward.

Built around the request

This is for data engineers who are tired of manual scraping, marketing ops who need to clean lead lists, and content managers who need to localize text at scale.

01

Data Engineer

You use this to automate the ingestion of web data into your primary database without writing custom scrapers.

02

Marketing Operations Manager

You use this to validate thousands of lead emails and phone numbers in seconds to keep your CRM clean.

03

Content Strategist

You use this to quickly summarize long-form articles and translate them for different regional markets.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
Diffbot logo
01 10 capabilities

Diffbot

Automate web data extraction via Diffbot. turn any website into structured JSON data for articles, products, discussions, and more directly from any AI agent.

View Connector
Cradl AI logo
02 10 capabilities

Cradl AI

Equip your AI agent to extract structured data from any document using Cradl AI's deep learning models.

View Connector
Extracta logo
03 10 capabilities

Extracta

Automate data extraction via Extracta. process documents into structured JSON, handle AI classification, and audit extraction history directly from any AI agent.

View Connector
Browse AI logo
04 10 capabilities

Browse AI

Automate web scraping with Browse AI. run extraction robots, monitor page changes, and retrieve bulk data directly from any AI agent.

View Connector
Apify logo
05 10 capabilities

Apify

Command Apify scrapers from your AI agent. run actors, extract web data, poll datasets, and automate browser tasks seamlessly.

View Connector
Parsio logo
06 12 capabilities

Parsio

Extract structured data from emails and PDFs automatically with AI-powered parsing templates that learn from your documents.

View Connector

Bring your own AI

Change the model, client or framework. Keep JigsawStack connected.

  • Claude
  • ChatGPT
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Before you connect

Questions about JigsawStack.

The practical details behind the request, access and result.

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 capabilities 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 capability uses AI to extract structured data from any URL. Specify what data you want to extract and the capability returns it in a structured format.

Can I generate SQL queries from natural language?

Yes. The text-to-SQL capability 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.

One connection away

Give your agent a direct line to JigsawStack.

Connect JigsawStack once. Keep it beside 5,900+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available