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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use JigsawStack with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Access a suite of AI utility APIs for web scraping, translation, OCR, and sentiment analysis in one developer-friendly platform.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 7 capabilities

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

    Check nsfw image

    Check if an image is NSFW

  2. 02

    AI web search

    Perform an AI-powered web search

  3. 03

    Translate text

    Translate text between languages

  4. 04

    AI web scrape

    Scrape a website using natural language

Capability set02 / 02

05-07

3 capabilities in this set.

Part of 7 available through JigsawStack.

  1. 05

    Check profanity text

    Check text for profanity

  2. 06

    Extract text from image

    Perform vOCR on an image URL

  3. 07

    Summarize text

    Summarize long text content

Observed, not estimated

842ms average. Fast in production.

JigsawStack is checked daily against the live service.

Daily averagePeak 1076ms
Aug 20Today
Fastest day
707ms
Slowest day
1076ms
14-day trend
Stable-4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 7 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of JigsawStack, so you can see the experience inside your AI.

It does not authenticate your account with JigsawStack. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

JigsawStack Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/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 — JigsawStack capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jigsawstack-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions JigsawStack owners ask.

  • 01

    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.

  • 02

    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.

  • 03

    How does JigsawStack authentication work?

    JigsawStack uses a custom x-api-key header (not Bearer) for all requests to api.jigsawstack.com/v1.

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