What I Built:
CodeToNotion is a Python tool that automatically extracts comments from your VS Code Python files, refines them into structured study notes using Groq AI, and organizes everything in Notion — mirroring your exact VS Code folder structure.
As a student, I was constantly writing comments in my code to help me understand what I was learning. But those comments were buried in hundreds of lines of code — impossible to review on mobile, impossible to share, impossible to find later.
CodeToNotion solves this completely.
VS Code is for CODE. Notion is for KNOWLEDGE. Now they're connected.
Features:
Reads all comment types — hashtag comments, inline comments, and docstrings
Single file sync OR entire folder sync with one command
Private file protection — add # PRIVATE - DO NOT SYNC at the top of any file
Folder structure mirroring in Notion — your VS Code organization is preserved exactly
No duplicate folders — intelligent cache system
AI-refined notes with four sections: SUMMARY, KEY CONCEPTS, MY NOTES, CODE HIGHLIGHT
Beautiful Notion formatting with proper headers and bullet points
.env file for credential safety
Show us the code:
GitHub Repository: https://github.com/Mohamin007/codetonotion
How to run:
python codetonotion.py
Then choose:
1 — Sync a single file
2 — Sync entire folder
How I Used Notion MCP:
CodeToNotion uses Notion MCP in two powerful ways:
Integration 1 — Python Script with Notion API:
The core script uses the Notion API directly via Python to create pages, organize databases, and mirror folder structure automatically. Every time you run the script, your latest code comments are extracted, refined by Groq AI (llama-3.3-70b-versatile), and pushed to Notion as clean structured pages.
Integration 2 — Claude Desktop with Notion MCP:
Once your notes are in Notion, Claude Desktop connects to them via Notion MCP. This means you can ask Claude to quiz you on your notes, summarize topics, create revision plans, or find specific concepts — all from your own personalized knowledge base built from your own code.
The combination is powerful: your learning happens naturally as you code and comment. CodeToNotion captures that learning automatically. Then Claude Desktop turns your Notion knowledge base into an interactive study assistant.
This workflow means a student never loses what they learn. Every comment becomes a lesson. Every lesson becomes a searchable, reviewable, AI-enhanced note in Notion.
What part of your coding workflow do you wish was more organized? Drop it in the comments — would love to know if CodeToNotion could help!
NotionMCP #MLH #Python #BuildInPublic #M7NStudios
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