What is Cursor Memories?
A CLI tool for storing and searching development memories, insights, and patterns using Cursor Rules, Supabase, and OpenAI embeddings.
Problem
Users previously managed development memories, insights, and patterns manually or through fragmented tools, leading to inefficient storage and retrieval of technical knowledge and difficulty in maintaining contextual relevance during searches.
Solution
A CLI tool enabling developers to store, organize, and search code-related memories using AI embeddings. Users can leverage OpenAI embeddings for semantic search, integrate with Supabase for storage, and apply Cursor Rules to automate context-aware retrieval (e.g., searching "API authentication patterns" fetches relevant snippets from stored memories).
Customers
Developers (particularly those using Cursor), engineering teams, and technical leads who need to systematize reusable code patterns and avoid redundant problem-solving.
Unique Features
Combines Cursor Rules (custom automation) with OpenAI embeddings for contextual search, lightweight Supabase integration for scalable memory storage, and CLI-first design optimized for developer workflows.
User Comments
Saves hours recreating solutions
Semantic search works for vague queries
Easy Supabase setup
Improves onboarding for new devs
Needs more documentation
Traction
Launched on ProductHunt with 380+ upvotes (as of November 2023), integrates Supabase (50k+ developers) and OpenAI APIs, used by early adopters in indie dev communities.
Market Size
The global developer tools market is valued at $8.65 billion in 2023 (Grand View Research), with AI-powered code assistants growing at 28.5% CAGR.
