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Connect ECS Task Sizing Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise AWS resource requirements and capacity plans.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through ECS Task Sizing Calculator.

  1. 01

    Calculate task resources

    This capability determines the exact CPU and memory requirements for Fargate and EC2 tasks, including necessary overhead.

  2. 02

    Plan ec2 capacity

    Use this to calculate how many tasks can fit on a specific EC2 instance.

  3. 03

    Evaluate service configuration

    This capability plans for Cloud Map service discovery and target tracking scaling configurations.

Real work

What teams actually run

01

Fargate Sizing

Determine the exact resource footprint for multi-container tasks.

02

EC2 Optimization

Calculate how many tasks to pack onto an instance to maximize utilization.

03

Scaling Setup

Plan target tracking metrics for automated service scaling.

04

Service Discovery

Evaluate the impact of Cloud Map on your service configuration.

One connector, every AI

ECS Task Sizing Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put ECS Task Sizing Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

859ms average. Fast in production.

ECS Task Sizing Calculator is checked daily against the live service.

Daily averagePeak 1010ms
Oct 3Today
Fastest day
610ms
Slowest day
1010ms
14-day trend
Stable-2%

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 ECS Task Sizing Calculator, so you can see the experience inside your AI.

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

ECS Task Sizing Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_dX7W76STbQu0Kx11KJfEQ59H6c6lJp1lDV468rQQ/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 — ECS Task Sizing Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ecs-task-sizing-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dX7W76STbQu0Kx11KJfEQ59H6c6lJp1lDV468rQQ/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

Guided setup for Claude? Set up ECS Task Sizing Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work ECS Task Sizing Calculator owners hand off.

This MCP is built for engineers managing containerized workloads on AWS.

  • 01

    DevOps Engineer

    Hands off resource math to the AI to speed up infrastructure provisioning.

  • 02

    Cloud Architect

    Uses the capability to validate capacity plans before deployment.

  • 03

    Site Reliability Engineer

    Relies on the scaling and service discovery calculations for stable environments.

FAQ

Questions ECS Task Sizing Calculator owners ask.

  • 01

    Does this MCP account for AWS overhead?

    Yes, the calculations include mandatory overhead for both Fargate and EC2 tasks.

  • 02

    Can I use this for both Fargate and EC2?

    Yes, it provides specific capabilities for calculating Fargate resources and planning EC2 instance capacity.

  • 03

    How does it handle scaling?

    It uses the evaluate_service_configuration capability to plan for target tracking scaling and Cloud Map service discovery.

  • 04

    What AI clients can I use with this?

    You can use any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect.

  • 06

    How does the capability handle EC2 overhead?

    For EC2 launch types, the capability automatically adds a 256 MB memory overhead to the total task size to account for the ECS agent and system processes.

  • 07

    Can I validate Fargate CPU and memory combinations?

    Yes, the calculate_task_resources capability validates your requested CPU and memory against official AWS Fargate constraints and flags invalid combinations.

  • 08

    How many tasks can I fit on my EC2 instance?

    You can use the plan_ec2_capacity capability by providing the total task memory and the instance memory to get the maximum number of tasks per instance.

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