geo-score
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
Connect
Review any command before running it. Package names and URLs come from the server's own registry entry.
Package (pypi 1.8.2)
uvx geo-score
Or add to your MCP client config:
{
"mcpServers": {
"geo-score": {
"command": "uvx",
"args": [
"geo-score"
],
"env": {
"OPENAI_API_KEY": "<YOUR_VALUE>",
"PERPLEXITY_API_KEY": "<YOUR_VALUE>",
"GEMINI_API_KEY": "<YOUR_VALUE>",
"ANTHROPIC_API_KEY": "<YOUR_VALUE>",
"OPENROUTER_API_KEY": "<YOUR_VALUE>",
"GEO_SCORE_WATCH_CONFIG": "<YOUR_VALUE>"
}
}
}
}
OPENAI_API_KEYsecret — Optional. OpenAI key; enables ask and run on that engine.PERPLEXITY_API_KEYsecret — Optional. Perplexity key; enables ask and run on that engine.GEMINI_API_KEYsecret — Optional. Gemini (Google AI Studio) key; enables ask and run on that engine.ANTHROPIC_API_KEYsecret — Optional. Anthropic key; enables ask and run on that engine.OPENROUTER_API_KEYsecret — 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.
This server takes extra arguments — see its repository.
Package (mcpb)
Package: mcpb https://github.com/jianruntech/geo-score/releases/download/v1.8.2/geo-score-1.8.2.mcpb
OPENAI_API_KEYsecret — Optional. OpenAI key; enables ask and run on that engine.PERPLEXITY_API_KEYsecret — Optional. Perplexity key; enables ask and run on that engine.GEMINI_API_KEYsecret — Optional. Gemini (Google AI Studio) key; enables ask and run on that engine.ANTHROPIC_API_KEYsecret — Optional. Anthropic key; enables ask and run on that engine.OPENROUTER_API_KEYsecret — 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.
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