Cited AI Visibility Check MCP
An open-source Model Context Protocol server that checks whether ChatGPT, Perplexity, and Gemini recommend a business. It runs live web searches against specified buyer questions, reports if the business was named, cited, or recommended, identifies competitors, and lists source domains used by the AI engines.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Check if AI engines recommend a specific business for a category and location
- Identify which competitors are named in AI answers
- Discover source domains AI engines rely on for recommendations
- Detect if a business website is cited as a source in AI responses
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
cited-mcp 0.1.0
{
"version": "0.1.0",
"transport": "stdio",
"identifier": "cited-mcp",
"registryType": "npm",
"environmentVariables": [
{
"name": "OPENAI_API_KEY",
"format": "string",
"description": "OpenAI key for ChatGPT-style answers with web search"
},
{
"name": "PERPLEXITY_API_KEY",
"format": "string",
"description": "Perplexity key for Sonar answers"
},
{
"name": "GEMINI_API_KEY",
"format": "string",
"description": "Google AI Studio key for Gemini with Google Search grounding"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"cited-ai-visibility-check-mcp": {
"command": "npx",
"args": [
"-y",
"cited-mcp@0.1.0"
],
"env": {
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
}
}
}
}Cline
{
"mcpServers": {
"cited-ai-visibility-check-mcp": {
"command": "npx",
"args": [
"-y",
"cited-mcp@0.1.0"
],
"env": {
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
}
}
}
}VS Code
{
"servers": {
"cited-ai-visibility-check-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"cited-mcp@0.1.0"
],
"env": {
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"cited-ai-visibility-check-mcp": {
"command": "npx",
"args": [
"-y",
"cited-mcp@0.1.0"
],
"env": {
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
}
}
}
}Let your agent find its tools
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