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Use AWS App Runner Scaling Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate deterministic AWS App Runner resource allocations and scaling plans.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete AWS App Runner Scaling Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with AWS App Runner Scaling Calculator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through AWS App Runner Scaling Calculator.

  1. 01

    Calculate resource configuration

    Determines if a specific vCPU and Memory request is valid within AWS App Runner tier constraints

  2. 02

    Calculate scaling plan

    Calculates the required number of instances and identifies if the workload is pushing beyond recommended concurrency limits

  3. 03

    Generate service defaults

    Provides a complete set of operational parameters based on provided capacity requirements

Observed, not estimated

827ms average. Fast in production.

AWS App Runner Scaling Calculator is checked daily against the live service.

Daily averagePeak 955ms
Aug 20Today
Fastest day
677ms
Slowest day
955ms
14-day trend
Slowing+20%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 App Runner Scaling Calculator, so you can see the experience inside your AI.

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

AWS App Runner Scaling Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Yp4QYFp1QR8Lmy1YH3zjpOBJCWTSNAjUHDrJlY33/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 App Runner Scaling Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aws-app-runner-scaling-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Yp4QYFp1QR8Lmy1YH3zjpOBJCWTSNAjUHDrJlY33/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 App Runner Scaling Calculator owners ask.

  • 01

    How do I know if my vCPU and memory selection is valid?

    You can use the calculate_resource_configuration capability to check if your requested vCPU and memory combination adheres to AWS App Runner's specific resource tiers.

  • 02

    Can I scale my App Runner service to zero?

    Yes, by using calculate_scaling_plan and setting the minimum instances to 0, you can plan for a scale-to-zero configuration.

  • 03

    What are the recommended concurrency limits?

    While there is no hard limit, it is recommended to keep concurrency per instance at or below 100 requests to maintain optimal performance.

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