geo-score

MCP server · by jianruntech

Maps & Location Pythonmcpb v1.8.3

Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.

View source ↗ Website ↗ Generate config for multiple servers More servers

Install

Pin version registry version 1.8.3

Python
uvx geo-score

Python
uvx geo-score@1.8.3

mcpb
https://github.com/jianruntech/geo-score/releases/download/v1.8.3/geo-score-1.8.3.mcpb

Setup by client

Pick your client — the config below is generated for this server (local stdio). Copy respects the “Pin version” switch above.

claude_desktop_config.json

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score@1.8.3"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env PERPLEXITY_API_KEY=<YOUR_PERPLEXITY_API_KEY> --env GEMINI_API_KEY=<YOUR_GEMINI_API_KEY> --env ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY> --env OPENROUTER_API_KEY=<YOUR_OPENROUTER_API_KEY> geo-score -- uvx geo-score

claude mcp add --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env PERPLEXITY_API_KEY=<YOUR_PERPLEXITY_API_KEY> --env GEMINI_API_KEY=<YOUR_GEMINI_API_KEY> --env ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY> --env OPENROUTER_API_KEY=<YOUR_OPENROUTER_API_KEY> geo-score -- uvx geo-score@1.8.3

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score@1.8.3"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

{
  "servers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score@1.8.3"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

Format verified against the official VS Code docs ↗.

mcp_config.json

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "geo-score": {
      "command": "uvx",
      "args": [
        "geo-score@1.8.3"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "PERPLEXITY_API_KEY": "<YOUR_PERPLEXITY_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

Format verified against the official Windsurf docs ↗.

Environment variables

Defined in the server's official registry manifest. Required secrets are shown as <YOUR_…> placeholders in the configs above.

OPENAI_API_KEY secret — Optional. OpenAI key; enables ask and run on that engine.
PERPLEXITY_API_KEY secret — Optional. Perplexity key; enables ask and run on that engine.
GEMINI_API_KEY secret — Optional. Gemini (Google AI Studio) key; enables ask and run on that engine.
ANTHROPIC_API_KEY secret — Optional. Anthropic key; enables ask and run on that engine.
OPENROUTER_API_KEY secret — 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.

GitHub

⭐ 298 stars · 最近更新于 30 天前 · MIT license

About this server

English · 简体中文 geo score Can AI engines cite your site…

Summary from the project README — github.com/jianruntech/geo-score

Distributed as Python, mcpb, listed under Maps & Location. Review our MCP security guide before granting access to real data.

Frequently asked questions

What does the geo-score MCP server do?

English · 简体中文 geo score Can AI engines cite your site

How do I install geo-score?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.

Is geo-score free to use?

The MCP server itself is free to install. The source is public on https://github.com/jianruntech/geo-score. Any third-party service it calls may require its own API key and account.

Which clients support geo-score?

Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.

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