---
title: NeatNote
emoji: 🌖
colorFrom: pink
colorTo: green
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
short_description: MCP server converts scattered notes into structured meaning
tags:
  - building-mcp-track-consumer

---


# 🚀 NeatNote — Turn Messy Notes Into Clear, Organized Insights
## ✨ AI-powered semantic clustering, summarization, and export engine — built with Claude MCP + Gradio

### NeatNote is an AI tool that transforms unstructured text into clean, structured knowledge using a combination of:

* Semantic embeddings (Sentence Transformers)
* Density-based clustering (HDBSCAN)
* LLM-based cluster titling + summarization
* Beautiful Markdown + HTML export
* Fully controllable through Claude via MCP tools

Whether you're collecting research notes, meeting minutes, chaotic brain dumps, or text files full of ideas — NeatNote organizes everything automatically into meaningful clusters with summaries to help you understand your information faster.

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### 🔥 Why NeatNote?

Everyone has messy notes. **The problem is not collecting information, but making sense of it**.

NeatNote solves this by:

* Extracting the semantic meaning of your notes
* Grouping related ideas automatically
* Naming clusters intelligently with LLM summaries
* Exporting polished results
* Allowing full automation via Claude MCP for end-to-end workflows

This makes it perfect for:
* Students
* Researchers
* Founders
* Writers
* Productivity lovers
* Anyone with text chaos 🚀

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### 🧭 Architecture Overview

Here's how it is structured:

![Architecture Diagram](./Architecture_NeatNote.png)

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### 📺 Demo Video

🎥 [Watch the Demo on YouTube](https://youtu.be/6d8Drbmn0-s?si=fk716CYMBnIpLKME)


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### 🌐 Social Media Post

📌 [X Link](https://x.com/nharshav/status/1991394479933387101?s=20)

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