Whether AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite a brand.
MCP server for the Mamba Labs AI Answer Visibility Tracker on Apify. For each buyer question it checks whether Google AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite your brand, and returns named and cited rates, competitor rates, and every cited source. Covers AI Overviews on the normal Google results page, not Google AI Mode. The AI engines run on your own API keys, read from the server environment. Runs on your Apify token, pay per event.
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This repo does not document an install step we could read. Check the README on GitHub.
Install with your agent
Paste this prompt into your agent. It reads this page and does the setup for you.
Read https://aiagentslisting.com/mcp/ai-answer-visibility-mcp to learn what the "AI Answer Visibility MCP" MCP server does and how to install it. Add it to my coding agent's MCP configuration as documented on that page, then confirm the server connects and list the tools it exposes.Agents can also browse this directory over MCP at https://aiagentslisting.com/api/mcp
This server doesn't publish a machine-readable tool manifest, and it doesn't expose a public endpoint we could ask. Connect the server locally to see what it exposes.
We could not run this server: it ships no npx package for our sandbox and no public endpoint. The four checks that need a live server are left out, and the grade tops out at B until one exists.
What's missing
- Installation methodRequiredThe README documents at least one way to install or connect.0/15
- Has a READMERequiredThe repository ships documentation we could read.0/10
- Easy installA paste-ready client config (an mcpServers block) is documented.0/12
- Has a licenseThe repository declares a license.0/8
- Claimed by ownerThe maintainer proved ownership of this listing.0/4
All 5 checks (0 passed)
- Installation methodRequiredThe README documents at least one way to install or connect.0/15
- Has a READMERequiredThe repository ships documentation we could read.0/10
- Easy installA paste-ready client config (an mcpServers block) is documented.0/12
- Has a licenseThe repository declares a license.0/8
- Claimed by ownerThe maintainer proved ownership of this listing.0/4
- Verified liveNot checkableWe connected to the server and it answered a real MCP handshake.—
- Exposes toolsNot checkableThe server reports at least one tool, from its manifest or a live read.—
- Ships promptsNot checkableThe server exposes at least one prompt template.—
- Ships resourcesNot checkableThe server exposes at least one resource.—
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[](https://aiagentslisting.com/mcp/ai-answer-visibility-mcp)Alternatives to AI Answer Visibility MCP
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