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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AWS Well-Architected Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic engine for evaluating AWS infrastructure against the six Well-Architected Framework pillars.

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 · 4 capabilities

The complete AWS Well-Architected Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with AWS Well-Architected Calculator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AWS Well-Architected Calculator.

  1. 01

    Calculate pillar metrics

    Evaluates the health and risk density of an individual architectural pillar

  2. 02

    Evaluate workload alignment

    Calculates how well the workload adheres to specific architectural patterns and lenses

  3. 03

    Generate improvement plan

    Produces a prioritized roadmap for remediating architectural weaknesses

  4. 04

    Track risk trend

    Analyzes changes in risk profile over multiple assessment periods

Observed, not estimated

826ms average. Fast in production.

AWS Well-Architected Calculator is checked daily against the live service.

Daily averagePeak 1132ms
Aug 20Today
Fastest day
727ms
Slowest day
1132ms
14-day trend
Slowing+11%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 AWS Well-Architected Calculator, so you can see the experience inside your AI.

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

AWS Well-Architected Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/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 — AWS Well-Architected Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aws-well-architected-score-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/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 AWS Well-Architected Calculator owners ask.

  • 01

    How is the pillar score calculated?

    The pillar score is the percentage of questions within that pillar that do not have a High risk level.

  • 02

    What is a 'Critical' status?

    A pillar is flagged as Critical if its score is below 50 or if it contains more than 5 High risk issues.

  • 03

    Can I use specialized lenses like SaaS or IoT?

    Yes, you can use evaluate_workload_alignment with specific lens types like SaaS, HPC, or IoT to get specialized scoring.

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