Ai Visibility

com.lastminutedealshqPublished by lastminutedealshq.comOfficial publisherv1.0.1Updated Oct 24, 2026

AI-search-visibility tools: check crawler access, generate llms.txt, lint robots.txt, census data.

The publisher's own server: Last Minute Tours & Activities

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper Tools

Overview

AI-generated overview

Remote MCP server that checks a site's AI search visibility and generates or validates llms.txt and robots.txt files for AI crawlers.

What you can do
Check a site's AI search visibility: which AI crawlers its robots.txt allows, whether the homepage has readable text without JavaScript, and whether an llms.txt exists. Generate an llms.txt file from a site's real pages and sitemap. Validate an existing llms.txt against the spec. Lint a robots.txt for AI-crawler-specific mistakes, either by fetching a live URL or by linting pasted text.
When to use it
Useful when preparing or auditing a website so AI crawlers and assistants can find and read it, for example before launch, after a redesign, or when checking why a site is poorly represented in AI search results.
Requirements
A remote streamable HTTP endpoint; no local runtime, package, environment variables or headers are declared. No authentication is declared. The tools fetch live sites, so network access to the target site is needed.
Before you install
The tools fetch the target site's robots.txt, homepage and sitemap, so the URLs you pass are sent to the remote service. Generated llms.txt content is returned for you to review and publish yourself; the server does not appear to write to your site.

Installation

In SourceWeft

  1. Open Ai Visibility 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/com.lastminutedealshq%2Fai-visibility/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": {
    "ai-visibility": {
      "type": "http",
      "url": "https://ai-visibility.lastminutedealshq.com/mcp"
    }
  }
}

Tools

4

check_site

Check a site's AI search visibility: which AI crawlers (OAI-SearchBot, PerplexityBot, GPTBot, ClaudeBot and more) robots.txt allows, whether the homepage ships readable text without JavaScript, and whether an llms.txt exists.

Parametersurlrequired

generate_llms_txt

Generate an llms.txt file from a site's real pages and sitemap.

Parametersurlrequiredcredit

validate_llms_txt

Validate an existing llms.txt against the spec.

Parametersurlrequired

lint_robots_txt

Lint a robots.txt for AI-crawler-specific mistakes. Pass url to fetch it live, or robots_txt to lint pasted text directly.

Parametersurlrobots_txt

Version history

2
  1. v1.0.1LatestOct 14, 2026
  2. v1.0.0Sep 19, 2026

Score

72% 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

    Publish an icon in the registry entry.

  • 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.

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