geo-score

by jianruntech · Search & Web · ★ 31

geo-score is an MCP server by jianruntech. Can 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. It has 31 GitHub stars and ranks #224 of 746 in Search & Web by stars.

Category: Search & Web
Author: jianruntech
GitHub stars: 31
This week: Tracking since 18 Oct 2026
Language: Python
License: MIT (open source)
Last update: 2026-10-19 (5 days ago)
Links: Source Website

aeo
ai-search
ai-visibility
answer-engine-optimization
chatgpt
claude-code
claude-skill
cli
generative-engine-optimization
geo
github-action
llm
+8 more

How to install geo-score

Install steps differ per project, so follow the README in the geo-score repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Maintain this project? Get it featured ($99/mo, pinned at the top of Search & Web) or see what featuring includes.

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Frequently asked questions

What is geo-score?

geo-score is an MCP server by jianruntech in the Search & Web category. Can 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... It has 31 GitHub stars and ranks #224 of 746 in Search & Web by stars.

Is geo-score free and open source?

Yes. geo-score is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to geo-score?

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.