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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use AWS Lambda Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic AWS Lambda memory, CPU, and concurrency optimization engine.

Included with plan

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

Complete set · 3 capabilities

The complete AWS Lambda Optimizer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through AWS Lambda Optimizer.

  1. 01

    Calculate resource optimization

  2. 02

    Estimate concurrency requirements

  3. 03

    Validate lambda constraints

Observed, not estimated

805ms average. Fast in production.

AWS Lambda Optimizer is checked daily against the live service.

Daily averagePeak 953ms
Aug 22Today
Fastest day
698ms
Slowest day
953ms
14-day trend
Improving-7%

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 Lambda Optimizer, so you can see the experience inside your AI.

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

AWS Lambda Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5lhJ74NEi6LOP5MdGOqCLzQ3NGkoKMrSMW5s2cwj/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 Lambda Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "lambda-resource-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5lhJ74NEi6LOP5MdGOqCLzQ3NGkoKMrSMW5s2cwj/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 Lambda Optimizer owners ask.

  • 01

    How is the minimum memory calculated?

    The minimum required memory is calculated as three times the zipped code size plus a fixed 300 MB overhead.

  • 02

    Can I check if my Lambda configuration is valid?

    Yes, you can use the validate_lambda_constraints capability to check if your memory and timeout settings violate AWS service limits.

  • 03

    How does CPU scaling work in this capability?

    The capability calculates CPU allocation proportionally, providing one full vCPU for every 1769 MB of memory allocated.

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