# I built a new tool to evaluate and optimize GitHub README files automatically using AI > Source: > Published: 2026-09-10 17:01:27+00:00 Hey everyone! 👋 As developers, we all know how crucial a great README.md file is. It’s the front door of any open-source project. But let's be honest—writing, formatting, and scoring a README to make it professional and engaging takes a lot of time and effort. That’s why I decided to build ReadmeRank, an AI-powered SaaS tool designed to evaluate, score, and optimize GitHub READMEs with smart code validation and instant feedback. What does ReadmeRank do? Instant Evaluation: It analyzes your README structure, clarity, and completeness. Smart Scoring: Gives you a clear score so you know where you stand. AI Optimization: Provides actionable feedback and suggestions to level up your documentation instantly. Tech Stack & Architecture The app is built with Python and Streamlit for a fast, interactive web interface, leveraging AI to handle the heavy lifting of text evaluation. Check it out & Contribute! I would love for you to try it out, break it, and share your feedback with me: Live Demo (Streamlit): [Https://readmerank.streamlit.app/](Https://readmerank.streamlit.app/) Source Code (GitHub): [Https://github.com/am9024048-hue/ReadmeRank](Https://github.com/am9024048-hue/ReadmeRank) (Note: Since the app is hosted on Streamlit Cloud, it might take a few seconds to wake up if it's inactive—just hit the button to wake it up!) Let's Connect! What features would you like to see next? Drop a comment below, leave a star on GitHub if you find it helpful, and let’s discuss how we can make developer documentation better together! 💻✨