Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Is this page readable for AI search? Crawler access, structure and citability checks, runs locally.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"geo-tool-check": {
"command": "npx",
"args": [
"-y",
"geo-tool-check",
"--mcp"
]
}
}
}Run this in your terminal
claude mcp add geo-tool-check -- npx -y geo-tool-check --mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"geo-tool-check": {
"command": "npx",
"args": [
"-y",
"geo-tool-check",
"--mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"geo-tool-check": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"geo-tool-check",
"--mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account shufflethis, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
MCP server for browser use access
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
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.
geo-tool-check — Node 18+, zero runtime dependenciesio.github.shufflethis/geo-tool-check (stdio server, ships in the package)https://www.geo-tool.com/mcp (Streamable HTTP) · manifest /.well-known/mcp.jsoncheck_citability scores a text passage with no network request at all--min-score 70 turns the score into an exit codeNot for measuring whether AI answers actually mention your brand — that is a different measurement: the hosted geo-tool.com workspace checks real ChatGPT, Perplexity, and Gemini answers for your buying-intent questions daily.
| 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 |
| Get machine-readable output | npx geo-tool-check example.com --json |
| Use it from an AI agent (MCP) | npx geo-tool-check --mcp — setup guide |
Almost every MCP client accepts this block (per-client setup, config files to copy):
{
"mcpServers": { "geo-tool-check": { "command": "npx", "args": ["-y", "geo-tool-check", "--mcp"] } } }
Clients that speak Streamable HTTP to remote servers can skip the install and use the hosted endpoint instead — same tools, rate-limited, fetches run through geo-tool.com's infrastructure rather than your machine:
claude mcp add --transport http geo-tool https://www.geo-tool.com/mcp
The three tools, identical in both variants:
| Tool | Arguments | What it answers |
|---|---|---|
check_ai_readiness | url, optional lang | Full 0–100 readiness score with per-category breakdown and findings |
check_ai_crawlers | url, optional lang | Which AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, …) robots.txt blocks |
check_citability | content, optional lang | How quotable a draft passage is — no network request at all |
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
How do I check whether ChatGPT can read my website? npx geo-tool-check example.com. Two things must be true: robots.txt must not block OpenAI's crawlers, and the content must exist in the plain HTML — ChatGPT's crawlers do not execute JavaScript.
Does robots.txt really affect AI visibility? It can end it. Disallow: / for GPTBot means OpenAI's systems never see your content. The checker flags blocked scored crawlers separately from training-only bots, because the consequences differ.
Why does a JavaScript-rendered page score poorly? Because AI crawlers see what curl sees. If content only exists after client-side rendering, models find an empty shell — the low score is the finding. Fixes: SSR, static generation, or prerendering.
Do I need an llms.txt file? Optional and cheap. Google states it does not use it; several AI tools read it. The check detects a real one and ignores SPA catch-all fakes.
Does geo-tool-check upload my content anywhere? No. Every fetch goes from your machine to the target site — never to geo-tool.com. The build fails if a bundle would try.
More: full FAQ.
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.
MIT. Built by track by track GmbH.