krissanders/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.

0 starsPythonMIT

REVIEWED82/100

Scanned 2026-06-22 · deepseek v1

Dimension breakdown

Security

72/100

6 findings

Quality

82/100

No findings

License

95/100

No findings

Completeness

85/100

No findings

Findings (6)

MEDIUM: 3LOW: 2INFO: 1

MEDIUMsecuritySSRF guard may be bypassable via DNS rebinding
MEDIUMsecuritySpend file stored in predictable location
MEDIUMsecurityNo input validation on domain/URL parameters
LOWsecurityUser-Agent string reveals repository URL
LOWsecurityNo rate limiting on tools

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