How to Use Cursor AI with Its Own Cursor Memory Bank

Video Description

Do you wanna know how to Use Cursor AI with Its Own Memory System. In this introduction, we’ll explore how the Cursor AI Code Editor—often referred to simply as Cursor—offers a built-in way to keep track of your coding progress. LINKS: Cursor Memory Bank: https://gist.github.com/ipenywis/1bdb541c3a612dbac4a14e1e3f4341ab CLINE MEMORY BANK: Why Memory Bank? It stops your AI (whether you’re using Cursor or Windsurf AI) from forgetting past work by storing structured files like project briefs, tech stacks, and tasks. No more repeating yourself over and over. Originally released by Cline (aka Cline AI or Cline MCP), it’s a sweet way to reduce random hallucinations when you’re coding with tools like Cursor AI, Copilot AI, or even the OpenAI stack. How It Integrates with Cursor Supports Plan Mode (the AI decides next steps) and Act Mode (it updates tasks and implements changes)—handy if you’re following a Model Context Protocol (MCP), like React MCP, Vscode MCP, or Cline MCP. Maintains details about dependencies and progress automatically, so you can focus on building instead of babysitting your AI. This especially rocks if you’re using Cursor Pro (some call it Pro Cursor) or want to figure out how to set up Cursor AI for the first time. Setting It Up In your Cursor AI Code Editor (or Cursor IDE, if you prefer), you just paste in the Cursor Rules file and let the agent generate everything you need. Works great in a VSCode Cursor environment or a VSCode IDE. Seriously, it’s like a 10x upgrade—just like 10x Cursor—and it plays well with other AI coding tools like Copilot or any AI coding assistant you dig. Tutorial & Beginners If you’re searching for a Cursor AI tutorial or wondering how to use Cursor AI effectively, Memory Bank is a game-changer. Even if you’re totally new (Cursor AI beginners), it’ll streamline your workflow and keep context intact across sessions. Editing the config is easy—just tweak the rules file if you spot any bugs or want more customization. Bottom Line Between the automatic context retention and the structured approach, Memory Bank is a must-try for anyone coding with AI. Give it a shot, and you’ll save yourself from re-explaining everything while enjoying a more efficient setup in Cursor or Windsurf AI.