AI Pattern Library & MCP Hub

A centralized repository where developers can store, organize, and share their reusable code patterns, conventions, and workflows (auth flows, infrastructure templates, etc.). AI agents and LLMs can query this library to access context-specific patterns without re-explaining them each session.

The MCP protocol gaining traction in late 2024 and the explosion of agentic coding tools like Cursor and Windsurf have created a real gap: developers are constantly re-injecting the same context into AI sessions because there's no persistent, queryable home for team conventions. No clear incumbent owns this space yet — GitHub Gists and Notion docs are the current substitutes, but neither is AI-queryable or MCP-native. The $500–3k/mo revenue band is realistic for a solo-built tool charging small teams a flat monthly fee, though it implies staying small unless enterprise adoption kicks in. The biggest risk is that IDE makers (Cursor, JetBrains) build native pattern libraries themselves, collapsing the market before it forms.