AI-curated opportunity intelligence

GitHub projects with SaaS potential, curated by AI.

Discover open-source projects that can become profitable subscription products. Every opportunity pairs commercial signal with trust signal, risk context, and a concrete MVP angle.

Top opportunities today

Ranked by opportunity score, trust score, and freshness. Stars are evidence, not the product.

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AI Agents & LLM Apps

infiniflow/ragflow

hosted vertical AI agent, RAG workspace, or agent evaluation platform

Buyer

AI teams, agencies, support teams, and ops-heavy SMBs

Opp 97Trust 95Final 96
Commercial checkGitHub
AI Agents & LLM Apps

CopilotKit/CopilotKit

hosted vertical AI agent, RAG workspace, or agent evaluation platform

Buyer

AI teams, agencies, support teams, and ops-heavy SMBs

Opp 97Trust 95Final 96
Commercial checkGitHub
AI Agents & LLM Apps

iOfficeAI/AionUi

hosted vertical AI agent, RAG workspace, or agent evaluation platform

Buyer

AI teams, agencies, support teams, and ops-heavy SMBs

Opp 97Trust 95Final 96
Commercial checkGitHub
Developer Tools

agno-agi/agno

hosted engineering workflow, API operations, or team developer productivity SaaS

Buyer

engineering teams, platform teams, API companies, and technical founders

Opp 97Trust 95Final 96
Commercial checkGitHub
Automation & Workflows

microsoft/playwright

workflow automation platform, internal ops hub, or managed task runner

Buyer

operations teams, agencies, founders, and internal tool builders

Opp 97Trust 95Final 96
Commercial checkGitHub
Automation & Workflows

apache/airflow

workflow automation platform, internal ops hub, or managed task runner

Buyer

operations teams, agencies, founders, and internal tool builders

Opp 97Trust 95Final 96
Commercial checkGitHub

Categories built for SaaS search

Start by market shape, then narrow by trust, difficulty, and risk.

MVP validation

Built to test paid intent with real access control.

The current MVP pairs 100 structured sample opportunities with Supabase login, Stripe subscriptions, and server-side gates. It tests whether founders will pay for sharper SaaS opportunity judgment, not another list of GitHub links.

View pricingSupabase + Stripe gated