open

by limelit-co · Search & Web · ★ 219

open is an MCP server by limelit-co. Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MCP-first, bring your own keys. It has 219 GitHub stars and ranks #73 of 746 in Search & Web by stars.

Category: Search & Web
Author: limelit-co
GitHub stars: 219
This week: Tracking since 18 Oct 2026
Language: Go
License: Apache-2.0 (open source)
Last update: 2026-10-22 (2 days ago)
Links: Source Website

aeo
ai-search-optimization
ai-seo
ai-visibility
ai-visibility-tracker
answer-engine-optimization
brand-monitoring
chatgpt
generative-engine-optimization
geo
golang
llmo
+3 more

How to install open

Install steps differ per project, so follow the README in the open 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 open?

open is an MCP server by limelit-co in the Search & Web category. Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MCP-first, bring your own keys. It has 219 GitHub stars and ranks #73 of 746 in Search & Web by stars.

Is open free and open source?

Yes. open is published under the Apache-2.0 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 open?

Other Search & Web projects on MCP Harbor include Scrapling, TrendRadar, repomix. Each alternative links to its own page with stars, license and recent activity. The Search & Web category ranks all 746 by stars, and you can re-sort it by growth this week.

Alternatives to open

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TrendRadar★ 63,148

sansan0 · Python+171 stars this week (+0.3%)

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

repomix★ 29,005

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📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

open-seoTrending★ 24,721

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apify · TypeScript+1,179 stars this week (+10.1%)

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📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达

All 746 Search & Web MCP servers →

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