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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "ai-visibility-mcp": {
      "type": "http",
      "url": "https://aivisibility.agentexchange.work/mcp"
    }
  }
}

claude mcp add --transport http ai-visibility-mcp https://aivisibility.agentexchange.work/mcp

[mcp_servers.ai-visibility-mcp]
url = "https://aivisibility.agentexchange.work/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-visibility-mcp": {
      "type": "remote",
      "url": "https://aivisibility.agentexchange.work/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "ai-visibility-mcp": {
      "type": "http",
      "url": "https://aivisibility.agentexchange.work/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-visibility-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWl2aXNpYmlsaXR5LmFnZW50ZXhjaGFuZ2Uud29yay9tY3AifQ%3D%3D"
}

{
  "servers": {
    "ai-visibility-mcp": {
      "type": "http",
      "url": "https://aivisibility.agentexchange.work/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-visibility-mcp": {
      "httpUrl": "https://aivisibility.agentexchange.work/mcp"
    }
  }
}

extensions:
  "ai-visibility-mcp":
    enabled: true
    name: "ai-visibility-mcp"
    type: streamable_http
    uri: "https://aivisibility.agentexchange.work/mcp"
    timeout: 300

Quality 85 / 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 hygiene86 · 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.annotations2 of 2 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: check_agent_readiness (idempotentHint); check_ai_visibility (idempotentHint)
pass
tools.token_costabout 295 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

2 tools, about 295 tokens to load them all · tool set 17e309f8749d · checked 2026-10-20 22:55 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 54 / 100

no-repository

provenance55

liveness28

freshness65

hygiene80

+dns-namespace +website -unreachable(1 failures) ~updated-133d-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

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://aivisibility.agentexchange.work/mcp` streamable-http	none	no (1 failures)	94%	144 ms	2025-11-25	2026-10-20

Tools (2)

`check_agent_readiness`read-only	Read-only audit of whether a public website is ready for AI agents: crawler access, llms.txt, structured data, discovery files, and metadata. Returns a 0-100 score and specific gaps. Free.
`check_ai_visibility`read-only	Read-only estimate of brand visibility in a representative large-language-model buyer-prompt sample. It is not a measurement or ranking from ChatGPT, OpenAI, or any named assistant. Returns a 0-100 proxy score, named competitors, and top fixes. Free.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "work.agentexchange.aivisibility/ai-visibility-mcp",
  "title": "AI Visibility Checker",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aivisibility.agentexchange.work/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://aivisibility.agentexchange.work",
  "description": "Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO)."
}