Geo Score
VerifiedCan AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.
Set up this server
01 / Choose your client
02 / Before you connect
The maintainer declares that no authentication is required.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'geo-score' -- 'uvx' 'geo-score@1.8.3' 'mcp'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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Security profile
Exposure: Broad
Reaches into the environment, credential files or other agents' configuration.
What this server can reach, from a static read of the shipped code. Nothing was executed and nothing here is a verdict: a browser tool has to run commands and an API wrapper has to call its API. Decide what fits your setup.
Detected
- Talks to external services
Makes outbound requests. The hosts are listed so you can see where data goes.
api.anthropic.com, api.openai.com, api.perplexity.ai
- Reads environment variables in bulk
Copies or enumerates the whole environment, which can include keys meant for other tools.
- Runs shell commands
Spawns processes on your machine. Expected for command, browser and build tools.
- Loads code at runtime
Uses eval, dynamic imports or encoded payloads, which static review cannot fully follow.
- Uses elevated privileges
sudo, the Docker socket or a privileged container appear in shipped code.
- Contains instructions aimed at AI agents
Text in code or agent-facing files that steers a model. Worth reading before you trust it.
- Passes model output on without checks
Model output reaches HTML, SQL or a shell without validation.
- Runs unpinned packages at runtime
Executes npx or uvx without a version, so a compromised upstream release would run.
Dependencies with known advisories
None found in the lockfiles and manifests checked against OSV.dev.
Left out of the profile
32 pattern matches in documentation, configuration or CI files were recorded but are not part of the profile, because they do not run when the server does. The owner dashboard lists them.
3 of 3 tools · Observed tool names: 7/7
Observed tool names (7)
Reported by a complete handshake for the current saved configuration. Tools were listed, not invoked.
· 1.3.0
askdifflist_runsreportrunscore_sitestatusDocumented tools (3)
From project documentation. A server handshake does not verify each tool’s description or behavior.
Evidence-bound.
Every check requires an observation someone else can reproduce.
Machine-readable.
rubric/v1.1.json with stable check ids, and schema/report.v2.json so results from different implementations are comparable.
Versioned.
Every score reports the rubric version. 71 (v1.1) is a claim; 71 is not.
Tool change history
Nov 6, 2026, 03:22 AM UTC
FAQ
Questions about Geo Score MCP Server
- How do I connect Geo Score MCP Server to Claude?
- Run `claude mcp add geo-score -- uvx geo-score@1.8.3 mcp` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is Geo Score MCP Server free?
- The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Geo Score MCP Server do?
- Geo Score MCP Server documents 3 tools to the agent, including Evidence-bound., Machine-readable., Versioned.. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.