AIMentionTracker

Official

by aimentiontracker · TypeScript

How often ChatGPT, Claude, Gemini and Perplexity name and cite your brand, with the evidence.

ai.aimentiontracker/mcp (Model Context Protocol) Server

This MCP server, ai.aimentiontracker/mcp, provides a way to track how often major AI assistants—ChatGPT, Claude, Gemini, and Perplexity—name and cite your brand, along with the evidence for those mentions.

🛠️ Key Features

Tracks brand mentions and citations
Covers ChatGPT, Claude, Gemini, and Perplexity
Includes evidence for each naming/citation event

🚀 Use Cases

Verify how frequently a brand is referenced by major AI assistants
Collect supporting evidence for reported brand mentions in AI outputs

⚡ Developer Benefits

Uses an MCP server interface for integrating brand-mention evidence into developer workflows
Focuses on attributable mention/citation outputs across multiple assistants

⚠️ Limitations

Server description does not specify additional tooling, parameters, coverage scope beyond the listed assistants, or data retention details.

Topics

ai-visibilitychatgptgenerative-engine-optimizationmcpmodel-context-protocolseo

README.md2 KBView on GitHub

@aimentiontracker/mcp

MCP server for AIMentionTracker: how often AI assistants name and cite your brand.

Hosted (no install)

bash

claude mcp add --transport http aimentiontracker https://mcp.aimentiontracker.ai \
  --header "Authorization: Bearer amt_live_YOUR_KEY"

Local (stdio)

bash

claude mcp add aimentiontracker -e AMT_API_KEY=amt_live_... -- npx -y @aimentiontracker/mcp

Create a key at app.aimentiontracker.ai/api-keys.

Tools

All read-only. v1 has no write endpoints, deliberately: adding a prompt expands a metered bill and triggering a run spends real vendor money.

Tool	What it answers
`get_me`	Who this key is, the plan, and the reporting thresholds. Call first.
`list_brands`	Which brands this key can read, and their ids
`get_visibility`	Presence per engine and per brand over a window
`list_answers`	The stored answers, with mentions and citations
`list_sources`	Domains the engines read before answering
`list_alerts`	Findings worth acting on

Three rules the tools enforce

A null rate means "not enough answers yet", never zero. Rendering it as 0% reports a collapse that did not happen.
Engines are never averaged. They disagree; a mean describes no real surface.
An empty findings list does not mean nothing changed. list_alerts says so in the payload, not just the description.

Security

The hosted server holds no secrets. No database, no vendor credentials, no service account. Your key arrives in the Authorization header and is passed straight through to the API, which does all authentication, tenancy, entitlement and rate limiting. Each request gets a fresh, stateless server instance that is closed when the response ends.

MIT.

Install

Configuration

Environment variables

AMT_API_KEYrequiredsecret

An API key from https://app.aimentiontracker.ai/api-keys. Read-only: it cannot change billing, the team, or what is tracked.

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@aimentiontracker/mcp@0.1.3"
      ],
      "env": {
        "AMT_API_KEY": "<YOUR_AMT_API_KEY>"
      }
    }
  }
}