{
  "markdown": "# Specularis AI Visibility Audit — MCP Server\n\nRun a free AI visibility (GEO/AEO) audit on any website from inside Claude, ChatGPT, or any MCP client — checks whether ChatGPT, Claude & Perplexity can find and cite it, with an instant snapshot and an optional full scored PDF report.\n\n**Hosted endpoint (Streamable HTTP):**\n\n```\nhttps://specularis-mcp-audit-production.up.railway.app/mcp\n```\n\nNo installation needed — it's a remote MCP server. Add the URL above and you're done.\n\n## Connect it\n\n**Claude (claude.ai or Claude Desktop):** Settings → Connectors → Add custom connector → paste the URL above.\n\n**Claude Code:**\n\n```bash\nclaude mcp add --transport http specularis-audit https://specularis-mcp-audit-production.up.railway.app/mcp\n```\n\nThen in any chat: *\"Audit example.com for AI visibility\"* — the tool runs.\n\n## Tools\n\n| Tool | What it does |\n|------|--------------|\n| `run_ai_visibility_audit(website_url, email?, name?, role?)` | Instant in-chat snapshot: AI crawler access (GPTBot, ClaudeBot, PerplexityBot), schema markup, `llms.txt`, content signals. Include an email to receive the full scored audit — a 0–100 AI-visibility score across 5 pillars, delivered as a PDF report. |\n| `book_strategy_call()` | Returns a link to book a strategy call with Specularis. |\n\n## What the full audit measures\n\nThe full report scores 5 pillars (20 points each): AI crawler accessibility, structured data & entity clarity, content quality signals, off-site presence (the sources AI engines actually cite), and live AI-answer visibility — including real Perplexity queries to test whether AI recommends the business today.\n\nValidated against 14 sites across 4 niches: businesses AI recommends average 64.5/100; businesses AI ignores average 44.7. Notably, 8 of 12 audited businesses were unknowingly blocking AI crawlers at the network level.\n\n## Who's behind it\n\nBuilt by [Specularis](https://specularisinc.com) — a GEO/AEO agency helping businesses get found and cited by AI engines. The audit is free; the report is the real deliverable.\n\n- Free audit (web form): https://specularisinc.com/free-audit\n- Contact: https://specularisinc.com/contact\n\n## Self-hosting\n\nThe server is a single-file Node app (Streamable HTTP transport).\n\n```bash\nnpm install\nnpm start\n```\n\nEnvironment variables:\n\n| Variable | Purpose |\n|----------|---------|\n| `N8N_WEBHOOK_URL` | Backend audit engine endpoint (the hosted version uses Specularis's audit pipeline) |\n| `CONTACT_URL` | Booking link returned by `book_strategy_call` |\n| `AUDIT_URL` | Web-form fallback link included in responses |\n| `PORT` | Listen port (default 3000) |\n\nPoint any MCP client at `http://localhost:3000/mcp`.\n\n## License\n\nMIT\n",
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  "repo_slug": "adevaarons/specularis-mcp-audit",
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}