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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "aeo-visibility": {
      "type": "http",
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    }
  }
}

claude mcp add --transport http aeo-visibility https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp

[mcp_servers.aeo-visibility]
url = "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aeo-visibility": {
      "type": "remote",
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "aeo-visibility": {
      "type": "http",
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aeo-visibility&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWVvLmFkdmFuY2VsYWJzLmRldi9hcGkvbWNwL2FpLXZpc2liaWxpdHkvbWNwIn0%3D"
}

{
  "servers": {
    "aeo-visibility": {
      "type": "http",
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    }
  }
}

{
  "mcpServers": {
    "aeo-visibility": {
      "httpUrl": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    }
  }
}

extensions:
  "aeo-visibility":
    enabled: true
    name: "aeo-visibility"
    type: streamable_http
    uri: "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    timeout: 300

Quality 91 / 100strong

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 hygiene100 · 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.annotations5 of 5 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 848 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

5 tools, about 848 tokens to load them all · tool set dee52bce260a · checked 2026-11-07 18:01 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 92 / 100

duplicate-repo

provenance85

liveness100

freshness100

hygiene80

+repository +dns-namespace +website +reachable +uptime-100% +updated-7d-ago -duplicate-repo(3 names)

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

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp` streamable-http	none	yes	100%	350 ms	2025-11-25	2026-11-07

Tools (5)

`analyze_website_aeo`read-only	Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.
`check_ai_visibility`read-only	Query Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank.
`compare_competitor_visibility`read-only	Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.
`discover_ranking_prompts`read-only	Generate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility.
`get_visibility_report`read-only	Combine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate.

Schemas: list_tools.

Also listed as

2 other active names share this repository: dev.advancelabs/aeo-backlink, dev.advancelabs/aeo-search

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Official server.json

{
  "name": "dev.advancelabs/aeo-visibility",
  "icons": [
    {
      "src": "https://aeo.advancelabs.dev/icon-512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    }
  ],
  "title": "AEO Visibility",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.1",
  "repository": {
    "url": "https://github.com/Advance-Labs/aeo-toolkit",
    "source": "github"
  },
  "websiteUrl": "https://aeo.advancelabs.dev/mcp",
  "description": "Check whether AI answer engines cite your site, and for which prompts. Uses your own Perplexity key."
}