geo-tool-check

geo-tool-check

Provides agents with tools to score a page's AI readiness, check which AI crawlers robots.txt blocks, and assess passage citability—all performed locally.

Category
Visit Server

README

geo-tool-check

Is this page readable for AI search? One command answers it: crawler access, structure, and citability for ChatGPT, Perplexity, Claude, and Google AI — scored 0–100 with concrete findings.

npx geo-tool-check example.com
https://example.com/
92/100  Excellent  534 words · 238 ms

  directAnswers      25/25  ██████████████████
  structure          15/20  ██████████████░░░░
  schemaMarkup       15/15  ██████████████████
  citations          12/15  ██████████████░░░░
  multimedia          5/5   ██████████████████
  platformSpecific   20/20  ██████████████████

Everything runs on your machine. No account, no API key, no telemetry — nothing is ever sent to geo-tool.com. The score is computed by the same engine as the free website audit on geo-tool.com, so the number here matches the number there.

What you get

  • CLI — human-readable or --json, built for CI (--min-score 70 fails the build below 70; a blocked scored AI crawler fails --crawlers).
  • MCP server — three read-only tools for any MCP client (Claude, Cursor, VS Code, Codex, …): check_ai_readiness, check_ai_crawlers, check_citability. See docs/mcp.md.
  • Zero runtime dependencies — the MCP stdio protocol is implemented directly. Node 18+ is all you need.

Quick start

I want to… Run
Score a page npx geo-tool-check example.com
See which AI crawlers robots.txt blocks npx geo-tool-check example.com --crawlers
Gate a deploy in CI npx geo-tool-check https://example.com --min-score 70
Use it from an AI agent (MCP) npx geo-tool-check --mcp — setup guide

More: Getting started · CLI reference · GitHub Actions · How scoring works · FAQ · Troubleshooting · Architecture

Claude Code plugin

Install once:

/plugin marketplace add geo-tool-com/geo-tool-check
/plugin install geo-tool-check@geo-tool

Then check any page with one command — works immediately, no restart needed:

/geo-tool-check example.com

Honest limits

Node runs no JavaScript — and neither do GPTBot, ClaudeBot, or PerplexityBot. A client-rendered page that scores low here is the finding, not a measurement gap. To compare the crawler's view against the rendered page, use the browser extension.

This checker measures whether a page can be read and cited. Whether AI systems actually mention your brand in real answers is a different measurement: the hosted geo-tool.com workspace checks real AI answers (ChatGPT, Perplexity, Gemini) for your buying-intent questions daily.

Links

License

MIT. Built by track by track GmbH.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured