Combining Project-Level MCP Servers & Nested Cursor Rules to 10x Ai Dev Workflow



Date: 03/18/2025

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Okay, so this video is all about leveling up your AI-assisted coding with Cursor, focusing on how to effectively manage context and rules. It dives into setting up project-specific MCP (Model Context Protocol) servers and using nested rules to keep things organized and context-aware. Think of it as giving your AI a super-focused brain for each project.

Why is this valuable? As someone knee-deep in integrating AI into my workflow, the biggest pain point is always context. Generic AI assistance is okay, but project-specific knowledge is where the real magic happens. This video shows you how to segment your rules so that only the relevant ones load when you need them, saving valuable context window space. It also touches on generating a whole software development plan from a PRD (Product Requirements Document), which is HUGE for automation. I’ve been experimenting with similar workflows using other LLMs, and the ability to generate detailed plans from high-level requirements is a game-changer.

Imagine being able to spin up a new Laravel project and have Cursor automatically configure itself with all the necessary database connections, code style preferences, and even generate initial models and migrations based on your PRD. The video also mentions AquaVoice for dictation, further streamlining input, which, let’s be honest, is a task we all want to speed up. I’m going to give this a shot because the idea of having my AI coding assistant actually understand the nuances of each project is incredibly appealing. The GitHub repo provides the templates, making it a no-brainer to experiment with and customize to my own workflows. Worth a look!