geo-score runs on your own machine — the client starts it, so there is no endpoint to ping. 1 124 installs a week from pypi. Last commit 15 Oct 2026.
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
We read the source, 19 h ago · rules ccca72095570
Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.
r = subprocess.run([sys.executable, "benchmark/build_page.py"],
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
Today is the operative word: we check geo-score every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add geo-score -- uvx geo-score
{
"mcpServers": {
"geo-score": {
"args": [
"geo-score"
],
"command": "uvx"
}
}
}
[mcp_servers.geo-score]
command = "uvx"
args = ["geo-score"]
{
"mcpServers": {
"geo-score": {
"args": [
"geo-score"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"geo-score": {
"args": [
"geo-score"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
OPENAI_API_KEY (Optional. OpenAI key; enables ask and run on that engine.), PERPLEXITY_API_KEY (Optional. Perplexity key; enables ask and run on that engine.), GEMINI_API_KEY (Optional. Gemini (Google AI Studio) key; enables ask and run on that engine.), ANTHROPIC_API_KEY (Optional. Anthropic key; enables ask and run on that engine.), OPENROUTER_API_KEY (Optional. OpenRouter key; enables ask and run on that engine.), GEO_SCORE_WATCH_CONFIG (Optional. Path to geo-score-watch.json for run, list_runs, report and diff.).
The author declared them in the registry entry; get the values from the project itself.
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Answers built from our own checks of this server.