AI Agent Search Optimization runs on your own machine — the client starts it, so there is no endpoint to ping. 24 installs a week from npm.
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
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.
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 mcp add ai-agent-search-optimization -- npx -y mcp-server-ai-agent-search-optimization
{
"mcpServers": {
"ai-agent-search-optimization": {
"args": [
"-y",
"mcp-server-ai-agent-search-optimization"
],
"command": "npx"
}
}
}
[mcp_servers.ai-agent-search-optimization]
command = "npx"
args = ["-y", "mcp-server-ai-agent-search-optimization"]
{
"mcpServers": {
"ai-agent-search-optimization": {
"args": [
"-y",
"mcp-server-ai-agent-search-optimization"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"ai-agent-search-optimization": {
"args": [
"-y",
"mcp-server-ai-agent-search-optimization"
],
"command": "npx"
}
}
}
GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
MCP server exposing OptiQra's website audit tools: SEO, GEO, AEO, and AI-generated fixes.
Free SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, agent readiness.
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema markup, meta directives
Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.
Answers built from our own checks of this server.