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JigsawStack

JigsawStack MCP Server with 7 Tools Ready for AI Agents

MCP Inspector GDPR Free for Subscribers

Access a suite of AI utility APIs for web scraping, translation, OCR, and sentiment analysis in one developer-friendly platform. Unlock 7 tools ready out of the box. Connect this App Connector to instantly empower AI agents like Claude Code, Cursor, or any MCP-compatible client with advanced capabilities.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

AI AgentVinkius
High Security·Kill Switch·Plug and Play
JigsawStack
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

What is the JigsawStack MCP Server?

The JigsawStack MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to JigsawStack via 7 tools. Access a suite of AI utility APIs for web scraping, translation, OCR, and sentiment analysis in one developer-friendly platform. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.

Built-in capabilities (7)

ai_web_scrapeai_web_searchcheck_nsfw_imagecheck_profanity_textextract_text_from_imagesummarize_texttranslate_text

Tools for your AI Agents to operate JigsawStack

Ask your AI agent "Scrape the top 10 products from this e-commerce page and validate the contact emails." and get the answer without opening a single dashboard. With 7 tools connected to real JigsawStack data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.

Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.

Why teams choose Vinkius

One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.

Build your own MCP Server with our secure development framework →

The JigsawStack App Connector works with every AI agent you already use

…and any MCP-compatible client

CursorClaudeOpenAIVS CodeCopilotGoogleLovableMistralAWSCursorClaudeOpenAIVS CodeCopilotGoogleLovableMistralAWS

Use all 7 JigsawStack tools with your AI agents right now

Empower your AI agents to connect to JigsawStack and securely perform advanced actions on Vinkius infrastructure. Beyond a simple connection, you gain an advanced AI Gateway that provides complete visibility into agent activity, ensuring maximum governance and optimized token usage.

ai_web_scrape

Scrape a website using natural language

ai_web_search

Perform an AI-powered web search

check_nsfw_image

Check if an image is NSFW

check_profanity_text

Check text for profanity

extract_text_from_image

Perform vOCR on an image URL

summarize_text

Summarize long text content

translate_text

Translate text between languages

What the JigsawStack MCP Server unlocks

Connect your JigsawStack account to any AI agent and access AI-powered utilities through natural conversation.

What you can do

  • Web Scraping — Extract structured data from any web page using AI
  • Text-to-SQL — Generate SQL queries from natural language descriptions
  • Translation — Translate text between multiple languages
  • Data Validation — Validate emails, phone numbers, and other data formats
  • Geocoding — Convert addresses to coordinates and reverse geocode
  • Image Processing — Analyze and process images with AI

How it works

1. Subscribe to this server
2. Enter your JigsawStack API Key
3. Start using AI utilities from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Developers — integrate AI scraping, translation, and data validation
  • Data Teams — generate SQL from natural language and geocode addresses
  • Automation Engineers — build AI-powered data pipelines

Frequently asked questions about the JigsawStack MCP Server

01

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.

02

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.

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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