---
title: "Discussion on \"CodeAtlas: How a College AST Project Became My First Open-Source MCP Tool\" | Hashnode"
description: "Discussion on \"CodeAtlas: How a College AST Project Became My First Open-Source MCP Tool\". The honest origin story of CodeAtlas — from a college project on code intelligence to an MCP tool built to fix my own vibe-coding token waste."
url: "https://hashnode.com/posts/from-college-ast-project-to-codeatlas/6a8b112254a89fae89724da0"
---

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# [CodeAtlas: How a College AST Project Became My First Open-Source MCP Tool](https://projectlog.hashnode.dev/from-college-ast-project-to-codeatlas?utm_source=hashnode&utm_medium=feed)

The honest origin story of CodeAtlas — from a college project on code intelligence to an MCP tool built to fix my own vibe-coding token waste.

Aug 23 · 5 min read · projectlog.hashnode.dev  
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## Written by

[Abhijeet Shinde](https://hashnode.com/@abhijeet2005)

@abhijeet2005 · Mumbai

  
[View profile](https://hashnode.com/@abhijeet2005)

Curious Polymath | Student Software Engineer | Learning to Build Reliable & Scalable Systems

I’m a curious learner and aspiring software developer who enjoys building real-world systems, exploring new technologies, and learning in public. I write about coding, personal growth, and turning ideas into practical systems—while simplifying complex concepts for others.

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