오픈소스 SaaS 대안, 셀프호스팅 소프트웨어 & 상업용 OSS(COSS) 벤치마크

70개 프로젝트

AI 검색 가시성 (GEO/AEO)상업용 경쟁 제품 →시장 트렌드 →히어로 및 디자인 스타일 →

오픈소스 프로젝트 · GitHub 스타
프로젝트	한줄 소개	라이선스 및 스택	Stars	월간 방문	상업화 상태
Alt HuntCOSSinvariantlabs-ai/mcp-scanGet mentioned by AI. Get discovered by buyers.	Get mentioned by AI. Get discovered by buyers.	Apache	955	<5K	$19/월
NiubiGeoCOSSAlbert-Weasker/niubigeoSee how AI evaluates your product, then decide what to improve.	See how AI evaluates your product, then decide what to improve.	—	347	<5K	$14/월
GetCitoCOSSai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-toolMake ChatGPT Your Best Revenue Channel	Make ChatGPT Your Best Revenue Channel	—	98	<5K	$599/월
GeoReadyMCPAuriti-Labs/geo-optimizer-skillSix views, one engine.	Six views, one engine.	MIT	65	<5K	$19/월
GaugeMCPtach-org/tachThe Agent-Led Growth Platform	The Agent-Led Growth Platform	—	55	25.3K	$599/월
ConversionBoxCOSSjonsuh/hamburgersGet Found in AI and Search Engines	Get Found in AI and Search Engines	MIT	55	5.2K	$49/월
ElmoMCPelmohq/elmoWin AI Search	Win AI Search	—	42	15.2K	$4,000
GeoLookaigclink/geolookGet AI engines to mention and cite your brand when they answer	Get AI engines to mention and cite your brand when they answer	—	12	<5K	—
NotraMCPusenotra/notraCapless	Capless	MIT	10	<5K	$100/월
AnsvisorMCPansvisor/ansvisorThe AI Search Execution Platform for Better ChatGPT Google AI Overviews Gemini Claude Google AI Mode Perplexity Visibility	The AI Search Execution Platform for Better ChatGPT Google AI Overviews Gemini Claude Google AI Mode Perplexity Visibility	—	8	7.8K	$49/월
LoamlyCOSSloamly/loamlyAI decides who to recommend. We figured out how.	AI decides who to recommend. We figured out how.	MIT	6	7K	$29
AkiiCOSSakii-technologies-ltd/akii-seo-ai-search-optimizerHuman ambition. Machine intelligence.	Human ambition. Machine intelligence.	—	5	<5K	$99/월
GeoDaddyMCPborabiricik/geodaddy-cliIs your site visible to AI search?	Is your site visible to AI search?	MIT	5	<5K	—
Free AI SEO Auditorcontext-dot-dev/ai-seo-auditAudit. Score. Fix.	Audit. Score. Fix.	—	4	<5K	—
Dualmarkdodopayments/dualmarkThe AEO infrastructure your marketing site is missing.	The AEO infrastructure your marketing site is missing.	Apache	3	<5K	—
OneGlanseoneglanse/oneglanseSee how your brand shows up in AI answers.	See how your brand shows up in AI answers.	—	2	<5K	—
CitedCOSScited-cc/citedKnow when AI cites you.	Know when AI cites you.	—	2	<5K	$0
Agent MindshareMCPagentmindshare/mcpMonitor Your AI Mindshare	Monitor Your AI Mindshare	—	1	<5K	—
Adgineadgine-ai/adgine-geo-skillsWin more buyer discovery in AI search	Win more buyer discovery in AI search	—	1	<5K	—
AI Readiness KitMCPsilverbackmarketing/ai-readinessThe AI Readiness Kit generates 18 files that tell AI assistants who you are — 14 deploy at your web root. Plain-English guide included.	The AI Readiness Kit generates 18 files that tell AI assistants who you are — 14 deploy at your web root. Plain-English guide included.	MIT	1	<5K	—
ContentGrapherCOSSdanielkcheung/contentgraphContentGrapher AI is reading your content. Don't make it guess.	ContentGrapher AI is reading your content. Don't make it guess.	—	1	<5K	$29/월
Is AgenticMCPvercel-labs/is-agenticScore how agentic your site is	Score how agentic your site is	ISC	GitHub	62.8K	—
AI Labs AuditMCPsarsator/aqa-specificationMesurez ce que les IA disent de vos marques.	Mesurez ce que les IA disent de vos marques.	—	GitHub	14.4K	$85/월
RankSpot ❤️MCPRankSpotAI/rankspot-skillThe SEO & AI search execution layer for agents	The SEO & AI search execution layer for agents	—	GitHub	13K	$2,308
MeevMCPKunkkaZ/meev.aiWin your next AI mention in ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, and Google AI Overviews.	Win your next AI mention in ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, and Google AI Overviews.	—	GitHub	11.6K	$49/월
FogliftMCPbanant2/foglift-mcpFoglift turns AI search readiness into a clear path forward	Foglift turns AI search readiness into a clear path forward	MIT	GitHub	10.8K	$49/월
AI SEO TrackerCOSSIllyism/aiseotrackerSee how AI ranks your brand.	See how AI ranks your brand.	—	GitHub	8K	$79/월
SnezziMCPusood/marketing-cliThe AI visibility platform that does the work	The AI visibility platform that does the work	—	GitHub	6.1K	$500/월
SEOboltCOSSroyalplugins/seoboltSee How AI Search Engines See Your Brand	See How AI Search Engines See Your Brand	—	GitHub	<5K	$29/월
Verity ScoreCOSSMilka974/verityscore-mcpBe the store AI recommends	Be the store AI recommends	MIT	GitHub	<5K	$39/월

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