AI Agent Search Optimization MCP Server

by seyitkaangunes Your server? Claim it

local only

AI Agent Search Optimization runs on your own machine — the client starts it, so there is no endpoint to ping. 57 installs a week from npm.

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

Installs per day peak 10 · avg 4 · +18% w/w

a month agotoday

Installs / week

npm · mcp-server-ai-agent-search-optimization

—

Stars

on GitHub

—

Last commit

no releases in 90 days

—

License

language unknown

Nothing serious here today

Today is the operative word: we check AI Agent Search Optimization every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add ai-agent-search-optimization -- npx -y mcp-server-ai-agent-search-optimization

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

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

~/.codex/config.toml

[mcp_servers.ai-agent-search-optimization]
command = "npx"
args = ["-y", "mcp-server-ai-agent-search-optimization"]

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "ai-agent-search-optimization": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "mcp-server-ai-agent-search-optimization"
      ]
    }
  }
}

Alternatives to AI Agent Search Optimization

same job, measured the same way

Glippy MCP

by jbobbink

GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search

297 installs/wk local only

Shopify Geo Audit

by builtbyabs

Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.

53 installs/wk local only

Blck Alpaca Agentic Audit & Knowledge Base

by blckalpaca

Audit a website for AI-agent readiness and GEO. Knowledge base on SEO, GEO and AI agents (de/en/sk).

5 tools answering

CitePulse AI — 7-Agent GEO & LLM Citation Readiness Server

by run402-citepulse-ai

Audit any URL for ChatGPT, Claude & Perplexity GEO citation readiness, llms.txt & Schema.org.

5 tools answering

AEO Auditor — AI Search & Agent Readiness Engine

by aeoauditing

Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor.

3 tools answering

Causabi GEO Optimizer

by causabi

Audit a site for AI readiness: AI-crawler access, schema, FAQ, content structure. Generates fixes.

114 installs/wk local only

MaxAEO AI Visibility MCP

by maxaeo

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

71 installs/wk local only

CitePulse AI Mirror — GEO & LLM Citation Readiness MCP Server

by surge-citepulse-ai

Audit domains for ChatGPT, Perplexity & Claude GEO citation readiness and llms.txt compliance.

5 tools answering

AI Agent Search Optimization — questions

Answers built from our own checks of this server.

Why is there no uptime for AI Agent Search Optimization?

AI Agent Search Optimization runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package mcp-server-ai-agent-search-optimization was installed 57 times last week.

How do I connect AI Agent Search Optimization?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls mcp-server-ai-agent-search-optimization straight from npm; nothing to host, nothing to sign up for.

How many people use AI Agent Search Optimization?

The npm package mcp-server-ai-agent-search-optimization was installed 57 times in the last week. Week over week that is +18%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.