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Connect DynamoDB Capacity 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 exact provisioning numbers without manual math.

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 DynamoDB Capacity Calculator.

  1. 01

    Calculate provisioned capacity

    This capability determines the exact RCU and WCU requirements based on your specific item sizes and request volumes.

  2. 02

    Check item and burst limits

    This capability verifies if items exceed the 400 KB limit and calculates available burst capacity for a given timeframe.

  3. 03

    Analyze partition health

    This capability evaluates your data distribution to see if your workload will cause partition exhaustion or create hot partitions.

Real work

What teams actually run

01

New Table Provisioning

Calculate the exact throughput needed for a new service before you deploy the infrastructure.

02

Scaling Analysis

Determine if your current partition health can handle an upcoming increase in traffic.

03

Data Model Validation

Check if your planned item sizes will violate DynamoDB limits.

04

Burst Planning

Estimate how much burst capacity you have to handle sudden spikes in activity.

One connector, every AI

DynamoDB Capacity 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 DynamoDB Capacity 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

803ms average. Fast in production.

DynamoDB Capacity Calculator is checked daily against the live service.

Daily averagePeak 1135ms
Oct 3Today
Fastest day
576ms
Slowest day
1135ms
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 DynamoDB Capacity Calculator, so you can see the experience inside your AI.

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

DynamoDB Capacity Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ZefjDmgFN1v3VLB1hsGijrOLqyqhzlTSkH3i1nws/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 — DynamoDB Capacity Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "dynamodb-capacity-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZefjDmgFN1v3VLB1hsGijrOLqyqhzlTSkH3i1nws/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 DynamoDB Capacity Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work DynamoDB Capacity Calculator owners hand off.

This MCP is built for engineers managing AWS infrastructure who need to move fast without breaking their database scaling.

  • 01

    DevOps Engineers

    They use the capability to validate provisioning settings before applying Terraform or CloudFormation changes.

  • 02

    Backend Developers

    They check item sizes and capacity needs during the application design phase.

  • 03

    Database Administrators

    They use it to monitor partition health and prevent throughput issues.

FAQ

Questions DynamoDB Capacity Calculator owners ask.

  • 01

    How does this MCP calculate RCU and WCU?

    It uses the specific item size and request volume you provide to determine the exact capacity units required.

  • 02

    Can this capability help prevent hot partitions?

    Yes, the analyze_partition_health capability evaluates if your data distribution will cause partition exhaustion or hot partition risks.

  • 03

    What happens if my item is too large?

    The check_item_and_burst_limits capability will flag any items that exceed the 400 KB DynamoDB limit.

  • 04

    Which AI clients can use this MCP?

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

  • 05

    Do I need to host this myself?

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

  • 06

    How is RCU calculated?

    RCU is calculated by multiplying read operations by item size, then dividing by 4 for eventual consistency or by 2 for strong consistency, rounding up to the nearest whole number.

  • 07

    What defines a hot partition?

    A partition is considered hot if the throughput of a single partition key exceeds 3000 RCU or 1000 WCU.

  • 08

    Can I check for oversized items?

    Yes, use check_item_and_burst_limits to flag if any item exceeds the 400 KB DynamoDB limit.

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