protogrid

Search / io.tranx/alice

alice

R0· no sign-in

Audit any site's AI visibility from your assistant: crawler access, rendering, and schema.

v0.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust83of 100
Uptime, 30 days100%
Latency p50306 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "alice": {
      "type": "http",
      "url": "https://tranx.io/api/mcp"
    }
  }
}
claude mcp add --transport http alice https://tranx.io/api/mcp
[mcp_servers.alice]
url = "https://tranx.io/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "alice": {
      "type": "remote",
      "url": "https://tranx.io/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "alice": {
      "type": "http",
      "url": "https://tranx.io/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=alice&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdHJhbnguaW8vYXBpL21jcCJ9"
}
{
  "servers": {
    "alice": {
      "type": "http",
      "url": "https://tranx.io/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "alice": {
      "httpUrl": "https://tranx.io/api/mcp"
    }
  }
}
extensions:
  "alice":
    enabled: true
    name: "alice"
    type: streamable_http
    uri: "https://tranx.io/api/mcp"
    timeout: 300

Quality 85 / 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 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_ai_visibility (idempotentHint); compare_ai_visibility (idempotentHint)
  • pass
    tools.token_costabout 1,333 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes2 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 1,333 tokens to load them all · tool set eff8ebc4b129 · tools last changed 2026-10-14 · checked 2026-10-20 09:31 UTC

Tool changes

  • compare_ai_visibilitychangeddescription, input schema
    before

    Compare how visible several websites are to AI answer engines, side by side. Scans 2-4 URLs and ranks them by AI visibility score, showing which blocks AI crawlers, which is server-rendered, and which has answer-ready structured data. Use when someone wants to benchmark their site against competitors, or asks why a competitor gets recommended by AI assistants and they do not.

    after · 84% of words in common

    Compare how visible several websites are to AI answer engines, side by side. Scans 2-4 URLs and ranks them by AI visibility score, showing which blocks AI crawlers, which is server-rendered, and which has answer-ready structured data. Use when someone wants to benchmark their site against competitors, or asks why a competitor gets recommended by AI assistants and they do not. This compares technical readability only; it does not test live AI mentions.

  • check_ai_visibilitychangedinput schema

Full history: list_changes · trend: quality JSON.

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-100% +updated-27d-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://tranx.io/api/mcp streamable-httpnoneyes100%306 ms2025-06-182026-10-20

Tools (2)

check_ai_visibilityread-onlyCheck whether AI names a website when buyers ask, and whether AI can read it. Starts a live check of one brand-name question and one buyer question on Google AI Overviews, ChatGPT and Claude (results fill in on the report link within about a minute), and returns a 0-100 AI readability score: which AI crawlers the site allows or blocks, whether content is server-rendered, structured-data coverage, and the highest-impact fixes. Use when someone asks whether ChatGPT, Claude or Google AI mention or cite their site, how their site appears to AI, whether AI can read or find it, or asks for an SEO or AI visibility audit of a URL.
compare_ai_visibilityread-onlyCompare how visible several websites are to AI answer engines, side by side. Scans 2-4 URLs and ranks them by AI visibility score, showing which blocks AI crawlers, which is server-rendered, and which has answer-ready structured data. Use when someone wants to benchmark their site against competitors, or asks why a competitor gets recommended by AI assistants and they do not. This compares technical readability only; it does not test live AI mentions.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.tranx/alice",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://tranx.io/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "websiteUrl": "https://tranx.io/mcp",
  "description": "Audit any site's AI visibility from your assistant: crawler access, rendering, and schema."
}