streamable-httpMITupdated 8d ago
Run 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.
Was kannst du mit Specularis AI Visibility Audit machen?
Specularis AI Visibility Audit — MCP Server
Run 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.
Hosted endpoint (Streamable HTTP):
https://specularis-mcp-audit-production.up.railway.app/mcp
No installation needed — it's a remote MCP server. Add the URL above and you're done.
Connect it
Claude (claude.ai or Claude Desktop): Settings → Connectors → Add custom connector → paste the URL above.
Claude Code:
claude mcp add --transport http specularis-audit https://specularis-mcp-audit-production.up.railway.app/mcp
Then in any chat: "Audit example.com for AI visibility" — the tool runs.
Tools
| Tool | What it does |
|---|---|
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. |
book_strategy_call() |
Returns a link to book a strategy call with Specularis. |
What the full audit measures
The 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.
Validated 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.
Who's behind it
Built by Specularis — a GEO/AEO agency helping businesses get found and cited by AI engines. The audit is free; the report is the real deliverable.
- Free audit (web form): https://specularisinc.com/free-audit
- Contact: https://specularisinc.com/contact
Self-hosting
The server is a single-file Node app (Streamable HTTP transport).
npm install
npm start
Environment variables:
| Variable | Purpose |
|---|---|
N8N_WEBHOOK_URL |
Backend audit engine endpoint (the hosted version uses Specularis's audit pipeline) |
CONTACT_URL |
Booking link returned by book_strategy_call |
AUDIT_URL |
Web-form fallback link included in responses |
PORT |
Listen port (default 3000) |
Point any MCP client at http://localhost:3000/mcp.
License
MIT
Installation
Specularis AI Visibility Audit zu deinem Client hinzufügen. Wähl den, den du nutzt.
claude mcp add --transport http specularis-ai-visibility-audit https://specularis-mcp-audit-production.up.railway.app/mcpcodex mcp add specularis-ai-visibility-audit --url https://specularis-mcp-audit-production.up.railway.app/mcp{
"mcpServers": {
"specularis-ai-visibility-audit": {
"url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
}
}
}Add to `~/.cursor/mcp.json`, or `.cursor/mcp.json` for a single project.
{
"servers": {
"specularis-ai-visibility-audit": {
"type": "http",
"url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
}
}
}Add to `.vscode/mcp.json` in your workspace.
{
"mcpServers": {
"specularis-ai-visibility-audit": {
"url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
}
}
}Add to `claude_desktop_config.json`, then restart Claude Desktop.
{
"mcpServers": {
"specularis-ai-visibility-audit": {
"serverUrl": "https://specularis-mcp-audit-production.up.railway.app/mcp"
}
}
}Add to `~/.codeium/windsurf/mcp_config.json`.
Score
39 / 100
Unvollständig
- Dokumentation18/25
- Pflege19/25
- Vertrauen13/20
- Funktionsumfang0/15
- Installation12/15
- Documents what it does and how to connect
- Has a resolvable package or endpoint
- Exposes at least one tool, prompt or resource
- README has substantive content
- Includes a code example
- Documents its configuration
- Mentions credentials or security posture
- Last commit 0 days ago
- Has a release history
- Repository is not archived
- Licensed MIT
- Namespace verified in the official MCP registry
- Claimed by its owner
- Published under an organisation
- 0 tool(s) documented
- Provides prompt templates
- Provides resources
- 6 documented install method(s)
- Published to a package registry
- Offers a hosted endpoint — no local install
Versionsverlauf
| Versionen | Veröffentlicht |
|---|---|
| 1.0.1Aktuell | 3. Aug. 2026 |
| 1.0.0 | 2. Aug. 2026 |