MCP For Claude Marketplace
AWS App Runner Scaling Calculator

AWS App Runner Scaling Calculator MCP Connector for Claude

A+

Calculate deterministic AWS App Runner resource allocations and scaling plans.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides precise tools for planning AWS App Runner deployments. Use calculate_resource_configuration to validate vCPU and memory pairings against AWS tier constraints. Use calculate_scaling_plan to determine instance counts based on expected request volume and concurrency. Finally, use generate_service_defaults to establish operational parameters like health check intervals and ephemeral storage requirements.

awsapp-runnerscalinginfrastructuredevops

3 tools expose this connector's capabilities to your AI agent.

calculate_resource_configuration

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

calculate_scaling_plan

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

generate_service_defaults

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

See how to talk to your AI agent using AWS App Runner Scaling Calculator.

Is a 0.5 vCPU and 4096 MB memory configuration valid for App Runner?

Yes, a 0.5 vCPU configuration supports memory ranges from 2048 MB to 8192 MB, so 4096 MB is a valid pairing.

Calculate a scaling plan for 500 total requests with 50 requests per instance, minimum 1 and maximum 10 instances.

The plan requires 10 instances to handle 500 requests at 50 requests per instance.

What are the default service settings for a 5GB container image and 20GB ephemeral storage?

The default settings include a 60s warm-up time, 5s health check interval, 2s timeout, and 80% CPU utilization target.

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

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