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Search / app.rowb.ai-visibility/audit

AI Visibility Audit — Can AI crawlers read and cite your site?

R0· no sign-in

One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust83of 100
Uptime, 30 days99%
Latency p50596 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "audit": {
      "type": "http",
      "url": "https://ai-visibility.rowb.app/mcp",
      "headers": {
        "Authorization": "Bearer ${AUDIT_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http audit https://ai-visibility.rowb.app/mcp --header "Authorization: Bearer ${AUDIT_TOKEN}"
[mcp_servers.audit]
url = "https://ai-visibility.rowb.app/mcp"
bearer_token_env_var = "AUDIT_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "audit": {
      "type": "remote",
      "url": "https://ai-visibility.rowb.app/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:AUDIT_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "audit": {
      "type": "http",
      "url": "https://ai-visibility.rowb.app/mcp",
      "headers": {
        "Authorization": "Bearer ${AUDIT_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=audit&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWktdmlzaWJpbGl0eS5yb3diLmFwcC9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtBVURJVF9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "audit": {
      "type": "http",
      "url": "https://ai-visibility.rowb.app/mcp",
      "headers": {
        "Authorization": "Bearer ${AUDIT_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "audit": {
      "httpUrl": "https://ai-visibility.rowb.app/mcp",
      "headers": {
        "Authorization": "Bearer ${AUDIT_TOKEN}"
      }
    }
  }
}
extensions:
  "audit":
    enabled: true
    name: "audit"
    type: streamable_http
    uri: "https://ai-visibility.rowb.app/mcp"
    headers:
      "Authorization": "Bearer ${AUDIT_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${AUDIT_TOKEN}. The registry never accepts secret values.

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: audit_website (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 108 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

1 tools, about 108 tokens to load them all · tool set 718b001736b7 · checked 2026-10-19 10:52 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 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-99% +updated-26d-ago -no-repository

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://ai-visibility.rowb.app/mcp streamable-httpnoneyes99%596 ms2025-06-182026-10-19

Tools (1)

audit_websiteAudit whether AI crawlers may read a site and whether AI search can cite it. Checks robots.txt bot rules (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot …), llms.txt, JSON-LD, meta tags and sitemap. Returns {score, grade, blocked_bots, findings[], fixes[]}.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "app.rowb.ai-visibility/audit",
  "title": "AI Visibility Audit — Can AI crawlers read and cite your site?",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://ai-visibility.rowb.app/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Bearer API key. Free tier: 3 audits/day without signup; key from /signup gives 50 audits/month."
        }
      ]
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://ai-visibility.rowb.app",
  "description": "One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes."
}