Overview

Performance AI MCP Server Web performance analysis and optimization tools powered by MEOK AI Labs.

Tools

Tool	Description
analyze_waterfall_data	Analyze a resource loading waterfall for performance bottlenecks.
suggest_optimizations	Suggest performance optimizations based on page characteristics.
calculate_core_web_vitals	Calculate and rate Core Web Vitals scores.
image_optimization_hints	Analyze images and suggest optimization strategies.

Installation

pip install meok-performance-ai-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "performance-ai": {
      "command": "python",
      "args": ["-m", "meok_performance_ai_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 4 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs