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Vinkius

AWS ElastiCache Cluster Calculator Connector for AI agents.

3 live capabilities

Model Redis and Memcached cluster sizing and performance limits

Live agent request AWS ElastiCache Cluster Calculator / Connector

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Why people use AWS ElastiCache Cluster Calculator

Stop guessing AWS ElastiCache sizing with this

With this MCP, you stop doing the math and start asking questions. You tell your agent your dataset size and your requirements, and it gives you a precise cluster topology. You get the exact node counts and performance limits you need to build a stable cache layer without the manual headache.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get production-ready cache sizing without the manual spreadsheet math.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 6,400+ Connectors

  1. Real-world use case 01

    Scaling a Redis cluster for a growing dataset

    An engineer needs to expand a 200GB Redis cache.

  2. Real-world use case 02

    Preventing connection exhaustion in Memcached

    A DevOps engineer worries about hitting connection limits on a new Memcached tier.

  3. Real-world use case 03

    Validating RTO for disaster recovery

    An architect needs to know how long a 500GB cluster takes to recover from a snapshot.

Complete set · 3capabilities

The complete AWS ElastiCache Cluster Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with AWS ElastiCache Cluster Calculator.

Capability set01 / 01

01—03

3 capabilities in this set.

Part of 3 available through AWS ElastiCache Cluster Calculator.

  1. 01 Capability

    Analyze performance limits

    Calculates operational constraints like connection caps and network throughput for your cluster. It helps you avoid hitting hardware bottlenecks.

  2. 02 Capability

    Calculate cluster topology

    Determines the total number of nodes required to host your specific dataset. It accounts for engine type and your availability needs.

  3. 03 Capability

    Evaluate reliability and eviction

    Models how your system handles memory pressure and data safety. It provides insights into snapshot timing and eviction behavior.

Set up in minutes

One URL. Then ask AWS ElastiCache Cluster Calculator to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use AWS ElastiCache Cluster Calculator from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_UTVcouw1YQ33pinzvvKkH8GWdEB4X3PY0xG9dx7r/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it AWS ElastiCache Cluster Calculator, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable AWS ElastiCache Cluster Calculator for the conversation.

Where the request belongs

Work AWS ElastiCache can move forward.

Built around the request

This is for the engineers and architects who need to guarantee cache performance without over-provisioning or under-sizing their AWS infrastructure.

01

Cloud Architect

Designing resilient caching layers that meet specific RTO and throughput requirements.

02

DevOps Engineer

Validating that new cluster configurations won't hit connection limits during peak traffic.

03

Backend Developer

Sizing Redis or Memcached clusters to match application memory demands and dataset growth.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

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01 3 capabilities New

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02 3 capabilities New

Lambda Resource Optimizer

Deterministic AWS Lambda memory, CPU, and concurrency optimization engine.

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03 3 capabilities New

Agent Rate Limiter Calculator

Deterministic distributed rate limiting for agentic workloads.

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04 1 capability

AWS Solutions Architect Prover

A Principal-level AWS Solutions Architect reviewing every cloud decision your AI makes. 20 years of production scars. service sprawl, $40K NAT Gateway bills, IAM breaches, multi-region theater. packaged into a review that runs in seconds. Get the AWS discipline you would pay $300K/year to hire, applied to every architecture your team ships.

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RDS Storage & IOPS Calculator logo
05 3 capabilities New

RDS Storage & IOPS Calculator

Calculate AWS RDS storage capacity, baseline IOPS, and performance saturation risks.

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06 3 capabilities New

Map-Reduce Partition Planner

Deterministic calculator for partitioning and scheduling map-reduce workloads.

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Bring your own AI

Change the model, client or framework. Keep AWS ElastiCache connected.

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  • Cursor
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Before you connect

Questions about AWS ElastiCache.

The practical details behind the request, access and result.

How can I use this AWS ElastiCache Cluster Calculator MCP for my production setup?

You can use it to model your cluster's node requirements, check if your hardware can handle your connection limits, and estimate how long it will take to recover from a failure.

Does the AWS ElastiCache Cluster Calculator MCP support both Redis and Memcached?

Yes, this MCP is designed to provide accurate sizing and performance modeling for both Redis and Memcached deployments on AWS.

Can I use this MCP to prevent my cache from running out of memory?

Yes. By using the capabilities to calculate topology with a 30% safety buffer and evaluating eviction behavior, you can plan for memory pressure before it happens.

How does this MCP help with AWS ElastiCache capacity planning?

It automates the math for node counts, network throughput, and connection limits, giving you deterministic numbers instead of estimates.

Will this MCP tell me if my AWS ElastiCache instance is too small?

Yes, you can use it to check if your chosen instance type can handle your specific dataset size and connection demands.

One connection away

Give your agent a direct line to AWS ElastiCache.

Connect AWS ElastiCache once. Keep it beside 6,400+ managed Connectors when the next task needs more.

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