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Specularis AI Visibility Audit

R0· no sign-in

Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?

v1.0.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality88good
Trust94of 100
Uptime, 30 days100%
Latency p50246 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "specularis-mcp-audit": {
      "type": "http",
      "url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
    }
  }
}
claude mcp add --transport http specularis-mcp-audit https://specularis-mcp-audit-production.up.railway.app/mcp
[mcp_servers.specularis-mcp-audit]
url = "https://specularis-mcp-audit-production.up.railway.app/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "specularis-mcp-audit": {
      "type": "remote",
      "url": "https://specularis-mcp-audit-production.up.railway.app/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "specularis-mcp-audit": {
      "type": "http",
      "url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=specularis-mcp-audit&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3BlY3VsYXJpcy1tY3AtYXVkaXQtcHJvZHVjdGlvbi51cC5yYWlsd2F5LmFwcC9tY3AifQ%3D%3D"
}
{
  "servers": {
    "specularis-mcp-audit": {
      "type": "http",
      "url": "https://specularis-mcp-audit-production.up.railway.app/mcp"
    }
  }
}
{
  "mcpServers": {
    "specularis-mcp-audit": {
      "httpUrl": "https://specularis-mcp-audit-production.up.railway.app/mcp"
    }
  }
}
extensions:
  "specularis-mcp-audit":
    enabled: true
    name: "specularis-mcp-audit"
    type: streamable_http
    uri: "https://specularis-mcp-audit-production.up.railway.app/mcp"
    timeout: 300

Quality 88 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene93 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints2 of 3 tools declare all four hints; missing: book_strategy_call (destructiveHint, idempotentHint)
  • pass
    tools.token_costabout 631 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 631 tokens to load them all · tool set a741da845c44 · checked 2026-10-20 17:02 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90
liveness100
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-78d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://specularis-mcp-audit-production.up.railway.app/mcp streamable-httpnoneyes100%246 ms2025-11-252026-10-20

Tools (3)

book_strategy_callread-onlyGet the link to book a free Specularis strategy call about AI visibility / GEO / AEO.
find_ai_citationsread-onlyGiven 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_auditRun 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.AdevAarons/specularis-mcp-audit",
  "title": "Specularis AI Visibility Audit",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://specularis-mcp-audit-production.up.railway.app/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.1",
  "repository": {
    "url": "https://github.com/AdevAarons/specularis-mcp-audit",
    "source": "github"
  },
  "websiteUrl": "https://specularisinc.com/free-audit",
  "description": "Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?"
}