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Specularis AI Visibility Audit MCP server

online · 100% uptime
by AdevAarons·io.github.AdevAarons/specularis-mcp-audit·v1.0.1
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Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?

B81/100grade B
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Safety scan
B81/100

full report

Adoption
Growing

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Specularis AI Visibility Audit tools (3, 1 write)

write = sends, deletes, buys or posts
  • book_strategy_callFree

    Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.

  • find_ai_citationsFree

    Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appears in X of N' gap. Use this whenever a user wants to know where AI gets its answers about their industry, which pages AI trusts for a query, or whether their business shows up in AI recommendations.

  • run_ai_visibility_auditwrite actionFree

    Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 437ms20/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancelast push 8 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 81/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Specularis AI Visibility Audit compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
81/100
higher than 67% of 3,472 Web search servers
Tools
3
the typical Web search server has 5
Tools that change things
33%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
1,356 ms
faster than 5% of 2,237 Web search servers

What its tools let an agent do: 1 read · 1 create · 1 run or deploy

Install Specularis AI Visibility Audit in Claude Code, Cursor or VS Code

claude mcp add --transport http specularis-mcp-audit https://specularis-mcp-audit-production.up.railway.app/mcp
Add to Cursor

What the publisher says

From the Specularis AI Visibility Audit repository's README, as published. We do not edit it. Read it on GitHub

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

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:

Point any MCP client at http://localhost:3000/mcp.

License

MIT

Nothing above is checked by us. What we check is on the safety report.

Specularis AI Visibility Audit: common questions

Is Specularis AI Visibility Audit MCP server safe?
Mostly: it is graded B (81/100). Read the Specularis AI Visibility Audit safety report
How do I install Specularis AI Visibility Audit?
It runs remotely at specularis-mcp-audit-production.up.railway.app. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Specularis AI Visibility Audit need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Specularis AI Visibility Audit maintained?
The last commit was 47 days ago (2026-09-15). The latest release is v1.0.1.
Is Specularis AI Visibility Audit up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Specularis AI Visibility Audit?
Servers from other publishers that do the same job: GEO Tracker by DigestSEO MCP server, Perplexity API Platform (moved to ai.perplexity/mcp-server) and Perplexity API Platform MCP server.
How does Specularis AI Visibility Audit compare with other Web search MCP servers?
safety score 81/100 (higher than 67% of 3,472 Web search servers); tools 3 (the typical Web search server has 5); tools that change things 33% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Specularis AI Visibility Audit

Same job from other publishers: the closest match first, then the best rated.

  • GEO Tracker by DigestSEO
    Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
    B
  • Perplexity API Platform (moved to ai.perplexity/mcp-server)
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • Perplexity API Platform
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • HIG Doctor
    Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
    B
  • MCP Zotero
    Unofficial Zotero server: search your library, add papers by DOI, import PDFs, cite in Word
    B