MarketNow Registry / Search / @rileycraig/ai-visibility-mcp

@rileycraig/ai-visibility-mcp

MCP server: check whether ChatGPT, Perplexity & Google AI Overviews recommend a brand (GEO/AEO), and audit a site's AI-agent readiness. Free.

Search v1.1.0 by rileycraig

Trust score

72/100

Install risk

Runs registry code

Downloads / week

100

Source

npm-registry

Indexed

2026-09-10

Install

$ npx -y @rileycraig/ai-visibility-mcp

Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.

Adoption evidence: 100 weekly registry downloads.

How MarketNow scored this

Sentinel Index Heuristics — a security-first estimate from public signals:

Package age and release activity (stale repositories lose points)
Verified adoption: registry downloads or GitHub stars, not follower counts
Typosquat distance against the 150 most-installed MCP packages
Injection markers scanned in the package description

Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.

What is @rileycraig/ai-visibility-mcp?

MCP server: check whether ChatGPT, Perplexity & Google AI Overviews recommend a brand (GEO/AEO), and audit a site's AI-agent readiness. Free. Indexed by MarketNow with trust 72/100 (Runs registry code).

How do I install it?

Run $ npx -y @rileycraig/ai-visibility-mcp Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.

What does the trust score mean?

Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. @rileycraig/ai-visibility-mcp scores 72/100.