cd /news/ai-tools/i-built-a-new-tool-to-evaluate-and-o… · home topics ai-tools article
[ARTICLE · art-126054] src=dev.to ↗ pub= topic=ai-tools verified=true sentiment=↑ positive

I built a new tool to evaluate and optimize GitHub README files automatically using AI

A developer built ReadmeRank, an AI-powered SaaS tool that evaluates, scores, and optimizes GitHub README files with smart code validation and instant feedback. The app is built with Python and Streamlit and is available as a live demo and open-source project on GitHub.

by read1 min views2 publishedSep 10, 2026

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! 💻✨

── more in #ai-tools 4 stories · sorted by recency
── more on @readmerank 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/i-built-a-new-tool-t…] indexed:0 read:1min 2026-09-10 ·