An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Rds Storage Iops 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 database performance metrics through your AI client.

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

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 AWS RDS Storage Calculator.

  1. 01

    Get storage metrics

    Calculates the baseline IOPS and throughput for a specific storage configuration.

  2. 02

    Check autoscaling status

    Determines if your current storage configuration is nearing the threshold for AWS storage autoscaling.

  3. 03

    Analyze replica lag risk

    Evaluates the risk of replica lag caused by IOPS saturation.

Real work

What teams actually run

01

New Instance Sizing

Your agent calculates the exact baseline IOPS needed for a new RDS volume.

02

Scaling Decisions

The AI determines if a volume has hit the 90% utilization threshold and needs more space.

03

Troubleshooting Lag

You use the agent to see if IOPS saturation is the reason for replica lag.

04

Capacity Planning

The AI checks if a database is approaching its maximum engine storage limits.

One connector, every AI

AWS RDS Storage 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 AWS RDS Storage 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

897ms average. Fast in production.

AWS RDS Storage Calculator is checked daily against the live service.

Daily averagePeak 1057ms
Oct 11Today
Fastest day
624ms
Slowest day
1057ms
14-day trend
Slowing+52%

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 RDS Storage Calculator, so you can see the experience inside your AI.

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

AWS RDS Storage Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_2WU0dyoPJ6dR0Wp6ibt9g1rI0I4rFQYPWpEOwRNv/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 RDS Storage Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "rds-storage-iops-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2WU0dyoPJ6dR0Wp6ibt9g1rI0I4rFQYPWpEOwRNv/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 AWS RDS Storage Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work AWS RDS Storage Calculator owners hand off.

This MCP is built for engineers managing AWS cloud infrastructure who need fast, accurate database math.

  • 01

    Database Administrators

    They hand off storage sizing and IOPS risk assessment to the AI.

  • 02

    Cloud Architects

    They use the agent to validate storage configurations for new deployments.

  • 03

    DevOps Engineers

    They use the capability to monitor autoscaling needs and prevent performance bottlenecks.

FAQ

Questions AWS RDS Storage Calculator owners ask.

  • 01

    Which AWS RDS storage types are supported?

    This MCP supports calculations for General Purpose SSD (gp2) and Provisioned IOPS SSD (io1) storage types.

  • 02

    Can this MCP help with PostgreSQL limits?

    Yes, it can check if your PostgreSQL instance is approaching its maximum storage limits.

  • 03

    How does it help prevent replica lag?

    The agent uses the analyze_replica_lag_risk capability to evaluate if IOPS saturation is likely to cause lag.

  • 04

    What happens if my storage hits the autoscaling threshold?

    The check_autoscaling_status capability identifies when your configuration is approaching the threshold for AWS storage autoscaling.

  • 05

    Does this work with Aurora?

    Yes, the MCP provides metrics to ensure configurations stay within engine limits for Aurora, MySQL, and PostgreSQL.

  • 06

    How do I check if my gp2 storage needs to scale?

    You can use the check_autoscaling_status capability to see if your current storage utilization has reached the 90% threshold required for AWS autoscaling.

  • 07

    Can I calculate the IOPS for a Provisioned IOPS SSD?

    Yes, by using get_storage_metrics and providing the provisionedIops value, the capability will return the validated baseline IOPS for your io1 configuration.

  • 08

    What happens if my IOPS usage exceeds the baseline?

    When IOPS usage exceeds the baseline, you may experience performance saturation. You can use analyze_replica_lag_risk to assess the specific impact on your database replicas.

Explore

More in Cloud Infrastructure

Suggestions

Connect AWS RDS Storage Calculator to Claude, Cursor, ChatGPT & more