AI Citation Toolkit — 14 MCP tools to audit, score, and rewrite web pages for AI-citation eligibility (AEO/GEO/LLM visibility). Read-only, no API keys, works in any MCP client.
Setup
Choose your client, copy the config, then fill in any required environment variables.
Local
claude mcp add ai-seo -- npx -y @automatelab/ai-seo-mcp~/.codex/config.toml
[mcp_servers.ai-seo]
command = "npx"
args = ["-y", "@automatelab/ai-seo-mcp"]
# codex mcp add ai-seo -- npx -y @automatelab/ai-seo-mcp~/.cursor/mcp.json
{
"mcpServers": {
"ai-seo": {
"command": "npx",
"args": [
"-y",
"@automatelab/ai-seo-mcp"
]
}
}
}.vscode/mcp.json
{
"servers": {
"ai-seo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@automatelab/ai-seo-mcp"
]
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"ai-seo": {
"command": "npx",
"args": [
"-y",
"@automatelab/ai-seo-mcp"
]
}
}
}claude_desktop_config.json
{
"mcpServers": {
"ai-seo": {
"command": "npx",
"args": [
"-y",
"@automatelab/ai-seo-mcp"
]
}
}
}.trae/mcp.json
{
"mcpServers": {
"ai-seo": {
"command": "npx",
"args": [
"-y",
"@automatelab/ai-seo-mcp"
]
}
}
}Remote
claude mcp add --transport http ai-seo https://ai-seo-mcp--automatelab.run.tools~/.codex/config.toml
[mcp_servers.ai-seo]
url = "https://ai-seo-mcp--automatelab.run.tools"
# codex mcp add ai-seo --url https://ai-seo-mcp--automatelab.run.tools~/.cursor/mcp.json
{
"mcpServers": {
"ai-seo": {
"url": "https://ai-seo-mcp--automatelab.run.tools"
}
}
}.vscode/mcp.json
{
"servers": {
"ai-seo": {
"type": "http",
"url": "https://ai-seo-mcp--automatelab.run.tools"
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"ai-seo": {
"httpUrl": "https://ai-seo-mcp--automatelab.run.tools"
}
}
}claude_desktop_config.json · Customize › Connectors › Add custom connector
{
"mcpServers": {
"ai-seo": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://ai-seo-mcp--automatelab.run.tools"
]
}
}
}.trae/mcp.json
{
"mcpServers": {
"ai-seo": {
"url": "https://ai-seo-mcp--automatelab.run.tools"
}
}
}