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The RankRaft AI MCP server connects your AI assistant to your RankRaft data through the Model Context Protocol. Ask in plain language and the assistant pulls the numbers for you:
  • How did our AI visibility change this week, and on which engine?
  • Who beats us in ChatGPT answers about mixed pickle, and which pages do they get cited from?
  • Which AI crawlers read our product pages last month?
  • What should we do next to get mentioned more?
The MCP server is included in every paid plan: Basic, Growth and Enterprise. It is not available during the free trial. It is read-only: assistants can look things up but never change anything. The REST API, which can also manage prompts, is part of Enterprise.

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What it can do

Visibility and competitors

Visibility Score, mention and citation rates, share of voice and the competitor leaderboard, for any date range.

Citations and answers

The sources AI engines cite, and what each engine actually said.

AI traffic

AI crawler visits and AI referral visits from your own server logs.

Actions and prompts

Action Center recommendations, your tracked questions and your competitors.
The numbers are the same as on your dashboard: every tool reads the same data and uses the same calculations. See Metric definitions.

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Get started

1

Add the server to your assistant

Follow the guide for Claude, ChatGPT, Cursor and others.
2

Sign in with RankRaft

Your assistant opens a RankRaft page. Click Allow to give it read-only access. API keys are not used here.
3

Ask a question

Try “What is our Visibility Score this month, by engine?”
This server works with your RankRaft account. To search these docs from an assistant instead, use the docs server at https://docs.rankraft.ai/mcp.