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io.github.amati032-dev/crawlbit

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by amati032-dev · JavaScript

Four free tools to check if AI engines can find, read and recognise a site. No API key.

CrawlBit MCP

CrawlBit MCP provides four free tools to determine whether AI engines can find, read, and recognize a website. The service does not require an account or an API key. It accepts plain-language questions and routes them to the appropriate tool via the connected AI client.

🛠️ Key Features

  • Four tools focused on AI engine discoverability and recognition (find, read, recognize)
  • No account, no API key, no signup
  • No language model runtime (no added cost indicated)
  • Question examples provided for ChatGPT reading, missing mentions, and brand visibility

🚀 Use Cases

  • Check whether an engine (e.g., ChatGPT) can read a specific site
  • Investigate why AI does not mention a store
  • Identify where a brand is missing outside its own site

⚡ Developer Benefits

  • Uses Model Context Protocol (MCP)
  • Integrates with Claude via Claude Code / Claude Desktop configuration
  • Requires Node.js 18+ for installation

⚠️ Limitations

  • The server data excerpt only states four tools and does not describe any additional capabilities, endpoints, or authentication methods beyond “no API key.”

Topics

aeoai-visibilityclaudeclaude-codegenerative-engine-optimizationgptbotllms-txtmcpmodel-context-protocolrobots-txtseostructured-datachatgptclaudebotgeomcp-serverperplexitybotschema-org

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