README.md

metadata

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:

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📺 Demo Video

🎥 Watch the Demo on YouTube

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🌐 Social Media Post

📌 X Link

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