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Use AWS MSK Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic sizing for AWS MSK clusters, calculating partitions, storage, and network limits.

Included with plan

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

Complete set · 3 capabilities

The complete AWS MSK Calculator capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through AWS MSK Calculator.

  1. 01

    Calculate network and limits

    Analyzes network throughput requirements and validates cluster-wide architectural limits

  2. 02

    Calculate partition and storage needs

    Determines foundational scaling requirements (partitions and storage) based on throughput and time

  3. 03

    Evaluate broker capacity

    Checks if the proposed partition count is physically supported by the chosen AWS MSK instance types

Observed, not estimated

793ms average. Fast in production.

AWS MSK Calculator is checked daily against the live service.

Daily averagePeak 921ms
Aug 20Today
Fastest day
698ms
Slowest day
921ms
14-day trend
Slowing+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 MSK Calculator, so you can see the experience inside your AI.

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

AWS MSK Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_CGuHp8IuVg0WxB84B0seuJwBD7k4at0AFtuKt62u/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 MSK Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aws-msk-partition-throughput-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_CGuHp8IuVg0WxB84B0seuJwBD7k4at0AFtuKt62u/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

FAQ

Questions AWS MSK Calculator owners ask.

  • 01

    How does this capability calculate partition counts?

    The capability calculates the partition count per broker by dividing the required message rate by the 100 MB/s throughput threshold per partition.

  • 02

    What AWS MSK instances are supported?

    The calculator supports common MSK instance types, including kafka.m5.large and kafka.m5.4xlarge, to validate partition limits.

  • 03

    Can I check if my cluster will exceed network limits?

    Yes, by using calculate_network_and_limits, you can determine if the per-broker network throughput exceeds the 10 Gbps ceiling.

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