ContextPlus

Overview

ContextPlus is an internal tooling project: a Model Context Protocol (MCP) server that gives AI coding agents repository-aware context retrieval. Instead of a coding assistant working from whatever files happen to be open, ContextPlus surfaces the parts of the codebase actually relevant to the task — existing helper functions, conventions, and patterns — so generated code fits the codebase on the first pass.

Impact

Used day-to-day with Cursor, ContextPlus reduced the number of prompts needed to reach production-ready code from 4–8 down to 1–2, cutting a long back-and-forth iteration loop down to something close to a single well-scoped request.

Key Features

• Repository-Aware Context Retrieval: Automatically surfaces relevant code context from across the repository, not just open files
• MCP Server Architecture: Built as a Model Context Protocol server that plugs directly into coding agent workflows
• Cursor Integration: Used in production with Cursor to accelerate day-to-day engineering work