Sign inAbout MABRepo
MABRepo is a paid research repository for builders who want curated AI business ideas and mostly autonomous business concepts without spending hours hunting across videos, blog posts, newsletters, and communities.
Each idea is organized with source context, practical runbooks, structured analysis, and execution-oriented notes so humans and AI-assisted workflows can evaluate opportunities faster. The public site explains the product and demo surface, while the paid repository is where subscribers access the full idea library.
From the founder
Why I built MABRepo
There are plenty of AI business ideas on the internet. The problem is that most of the genuinely good ones are buried inside 30-to-90-minute videos, blog posts, and comment threads.
I was spending too much time digging through source material, and the idea databases I could find were either too expensive for how I wanted to use them or not built around the agent-native workflow I wanted. So I built MABRepo — the Mostly Autonomous Business Repository.
It's a research repository for mostly autonomous business ideas, made for people who are tired of watching other people build and ready to start building themselves. The system continuously scans public source material, turns the better signals into structured opportunity briefs, and packages each idea with a runbook, SWOT-style analysis, Markdown for LLM context, and structured JSON for agent workflows.
MABRepo is live in beta as part of Mostly Autonomous LLC — and yes, the workflows are, appropriately, mostly automated.
Founder, Mostly Autonomous LLC