Alice

io.tranxPublished by tranx.ioOfficial publisherv0.1.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper ToolsSecurity & Monitoring

Overview

AI-generated overview

Lets an assistant audit a website's AI visibility, covering crawler access, rendering, and schema markup.

What you can do
Alice is a remote MCP server that audits how visible a site is to AI systems. According to its description, it checks crawler access, page rendering, and schema markup for any site you name. The manifest lists no individual tools, so the exact operations are not documented here.
When to use it
Worth considering when you want an assistant to review whether a site can be crawled, rendered, and understood by AI crawlers, for example during SEO or AI-visibility checks. It is a hosted service, so it suits users who prefer not to run anything locally.
Requirements
A remote MCP endpoint at the provider's host, reached over streamable HTTP. The manifest declares no authentication, environment variables, or headers, and no local package or runtime is needed. Network access to the provider is required.
Before you install
The audit is performed by a third-party service, so the site URLs you submit are sent to that provider. The manifest declares no authentication, so anyone able to reach the endpoint may be able to use it; confirm how the provider handles submitted URLs before relying on it.

Installation

In SourceWeft

  1. Open Alice in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.tranx%2Falice/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "alice": {
      "type": "http",
      "url": "https://tranx.io/api/mcp"
    }
  }
}

Tools

2

check_ai_visibility

Check AI visibility

Check 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.

Parametersurlrequiredfulllocalecountrylanguage

compare_ai_visibility

Compare AI visibility

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.

Parametersurlsrequiredlocalecountrylanguage

Version history

1
  1. v0.1.0LatestSep 23, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.