Spotted

io.github.RanqintPublished by GitHub account Ranqintv1.0.0Updated Nov 12, 2026

Check if AI crawlers can read a site, and the questions customers ask AI about a business.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Remote MCP server that checks whether AI crawlers may read a web page and drafts the questions customers ask AI about a business type.

What you can do
  • Check a public page's AI crawler access by reading robots.txt, meta robots, X-Robots-Tag and llms.txt, and report per-crawler allow/deny for OpenAI, Anthropic, Perplexity, Google and Microsoft
  • Generate the questions customers are likely to ask an AI assistant before choosing a business of a given type, grouped by buying-journey stage (problem, comparison, provider choice, price, trust, after purchase)
When to use it
Useful when someone wants to know whether ChatGPT, Claude or other assistants can read a site, or when a business owner wants to see what customers ask AI before picking a provider.
Requirements
Remote streamable HTTP endpoint at spotted.elya-studio.com; no authentication, environment variables or headers declared. Network access to the endpoint and to the public pages being checked.
Before you install
Results are derived from public files and links point to the provider's own site; the buying questions are generated in Hebrew, so they suit Hebrew-language businesses. No credentials are requested, but the pages you submit are fetched by a third-party service.

Installation

In SourceWeft

  1. Open Spotted 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.github.Ranqint%2Fspotted/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": {
    "spotted": {
      "type": "http",
      "url": "https://spotted.elya-studio.com/mcp"
    }
  }
}

Tools

2

check_ai_crawler_access

Check if AI assistants can read a website

Checks one public web page the way AI crawlers do: reads its robots.txt, meta robots / X-Robots-Tag and /llms.txt, and reports, for each AI and search crawler (OpenAI, Anthropic, Perplexity, Google, Microsoft), whether it is allowed to read that page. Use when someone asks whether ChatGPT, Claude, Perplexity or Google AI can see, read or cite their site. Facts only, no score.

Parametersurlrequired

buying_questions

Questions buyers ask AI about a business type

Builds the questions a customer is likely to ask an AI assistant (in Hebrew) before choosing a business of a given type, grouped by stage of the buying journey: the problem, comparing options, choosing a provider, price, trust and after the purchase. Use when a business owner wants to know what customers ask ChatGPT or Claude about their field, city or services.

Parameterscitykindrequiredaudienceservices

Version history

1
  1. v1.0.0LatestNov 12, 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.