About krissanders/ai-visibility-mcp
krissanders/ai-visibility-mcp is an MCP server in the Maps category: call and daily LLM spend caps. MIT, 24 tests, stdio + HTTP.
Install
git clone https://github.com/krissanders/ai-visibility-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (4)
audit_ai_visibility(domain)0-100 composite score with explainable deductions (robots, meta, JSON-LD, sitemap, llms.txt, SPA shell)
Parameters not published.
check_ai_bot_access(domain)Per-bot robots.txt + Cloudflare AI-default flag for 22 AI user-agents
Parameters not published.
check_llm_mention(brand, query, aliases?, models?)Cross-model brand surfacing (Perplexity sonar + OpenAI gpt-4o-mini + Gemini 2.0 Flash by default)
Parameters not published.
compare_competitors(your_domain, competitor_domains[])Parallel ranked audit, max 10 in flight
Parameters not published.
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