How do I install ai-prompt-optimizer?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is ai-prompt-optimizer official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

This listing scores 42 (Fair). The formula is published on the methodology page.

ai-prompt-optimizer MCP Server | MCPpedia

Name: ai-prompt-optimizer MCP Server
Author: lazymac2x

Cloudflare Workers MCP server: ai-prompt-optimizer

RegistryRemotelazymac2x

42Fair

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "lazymac2x-ai-prompt-optimizer-api": {
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}

This server does not declare environment variables.

75Good

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

Registrypatrickchugh1.7K stars

72Good

Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.