
Connect Aws Ebs Performance 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. Determine exactly how much IOPS and throughput your volumes can handle.
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.
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.

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.
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.
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.
01-03
3 capabilities in this set.
Part of 3 available through AWS EBS Calculator.
- 01
Calculate performance metrics
Determines the baseline and maximum possible IOPS and throughput for a specific volume configuration
- 02
Estimate burst depletion
Calculates how long a volume can sustain a specific workload before exhausting its burst credits
- 03
Validate volume configuration
Checks if a proposed volume configuration is valid according to AWS service limits
Real work
What teams actually run
Database Design
You need to provision a database volume. Use the MCP to calculate the required IOPS and throughput for the specific workload profile.
Stress Testing Simulation
Before launch, you run a simulation to see how long a volume can handle peak traffic, using the burst depletion capability.
Migration Planning
When moving from an old volume type to a new one, you check the performance metrics to ensure the new setup meets or exceeds old performance levels.
Cost Optimization
You use the calculator to determine the minimum required performance, preventing you from paying for unused capacity.
One connector, every AI
AWS EBS 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put AWS EBS 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
814ms average. Fast in production.
AWS EBS Calculator is checked daily against the live service.
- Fastest day
- 629ms
- Slowest day
- 1010ms
- 14-day trend
- Improving-9%
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 EBS Calculator, so you can see the experience inside your AI.
It does not authenticate your account with AWS EBS Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
AWS EBS Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_sRcHeh5GzdQkrzePMKPLwnczktKzRz4AlRoKGtJW/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — AWS EBS Calculator capabilities are ready to use.
{
"mcpServers": {
"aws-ebs-performance-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_sRcHeh5GzdQkrzePMKPLwnczktKzRz4AlRoKGtJW/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 EBS Calculator in Claude and other AIs
Who it's for
Built for the work AWS EBS Calculator owners hand off.
This MCP is essential for cloud architects and DevOps engineers. If you're designing a new system or optimizing an existing one, you need to know the hard limits of your storage. Your AI client handles the complex calculations, giving you immediate, actionable performance data.
- 01
Cloud Architect
Use it to model and compare performance metrics across different EBS volume types (gp2 vs. gp3, etc.).
- 02
DevOps Engineer
Run depletion estimates to ensure your application won't crash due to unexpected burst credit exhaustion.
- 03
Solutions Architect
Validate complex volume configurations against AWS service limits before presenting a final design.
FAQ
Questions AWS EBS Calculator owners ask.
- 01
Does this MCP calculate cost?
No, this MCP focuses purely on performance metrics. It calculates IOPS, throughput, and burst depletion time, but it does not provide cost estimates for the volume.
- 02
What volume types can I check?
The MCP supports various AWS volume types, including gp2, gp3, io1, io2, st1, and sc1. You specify the type when asking for the calculation.
- 03
Is this for real-time monitoring?
No. This MCP is a planning and calculation capability. It determines theoretical maximums and predicted depletion rates based on volume specifications, not live, real-time monitoring data.
- 04
What if my configuration is invalid?
If you use the validation capability and your setup violates AWS service limits, the MCP will tell you exactly which configuration element is invalid and why.
- 05
Which volume types are supported?
The calculator supports gp2, gp3, io1, io2, st1, and sc1 volume types.
- 06
How do I calculate burst depletion?
Use the estimate_burst_depletion capability by providing the volume type, size, and the sustained workload IOPS or throughput.
- 07
Can I validate my configuration against AWS limits?
Yes, use the validate_volume_configuration capability to check if your provisioned IOPS or throughput exceeds the maximum allowed for your chosen volume type.
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Connect AWS EBS Calculator to Claude, Cursor, ChatGPT & more
