AI Agent Search Optimization

Official

by SeyitKaanGunes

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

io.github.SeyitKaanGunes/ai-agent-search-optimization (MCP Server)

This MCP server audits AI search readiness, generates llms.txt drafts, and builds GEO/AEO prompt matrices for websites. It is described with the name io.github.SeyitKaanGunes/ai-agent-search-optimization, and its scope focuses on drafting and structuring materials used for AI and search optimization.

🛠️ Key Features

Audit AI search readiness
Generate llms.txt drafts
Build GEO/AEO prompt matrices for websites

🚀 Use Cases

Reviewing a website’s AI search readiness
Producing initial llms.txt draft content
Creating GEO/AEO prompt matrices to support website optimization

⚡ Developer Benefits

Generates draft content (llms.txt) based on the server’s documented purpose
Produces structured GEO/AEO prompt matrices for website workflows

⚠️ Limitations

Only the listed capabilities are evidenced in the provided server data; no additional tools, methods, or constraints were supplied.

Install

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "ai-agent-search-optimization": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-server-ai-agent-search-optimization@0.1.1"
      ]
    }
  }
}