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mcp

MCP

Tracks how often ChatGPT, Claude, Gemini, and Perplexity mention and cite a brand, returning the supporting evidence.

by aimentiontracker·aimentiontracker/mcp·TypeScript
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git clone https://github.com/aimentiontracker/mcp
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About

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

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

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

1. A null rate means "not enough answers yet", never zero. Rendering it as 0% reports a collapse that did not happen. 2. Engines are never averaged. They disagree; a mean describes no real surface. 3. An empty findings list does not mean nothing changed. `list_alerts` says so in the payload, not just the description.

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marketingmonitoring#brand-monitoring#llm-mentions#ai-citations#marketing#ai-visibility#chatgpt#generative-engine-optimization#mcp#model-context-protocol#seo