MarketNow Registry / Developer Tools / ai-visibility-mcp

ai-visibility-mcp

MCP server that audits AI-bot visibility: robots.txt per-bot, JSON-LD, llms.txt, brand mentions in LLM answers, competitor compare. SSRF-guarded, spend-capped.

Developer Tools v1.0.0 by bestaiinsider

Trust score

64/100

Install risk

Runs registry code

Source

github

Indexed

2026-09-10

Install

$ pip install ai-visibility-mcp || uvx 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.

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 ai-visibility-mcp?

MCP server that audits AI-bot visibility: robots.txt per-bot, JSON-LD, llms.txt, brand mentions in LLM answers, competitor compare. SSRF-guarded, spend-capped. Indexed by MarketNow with trust 64/100 (Runs registry code).

How do I install it?

Run $ pip install ai-visibility-mcp || uvx 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. ai-visibility-mcp scores 64/100.