GitHub Repository Analysis LLM Tools
Tools for analyzing GitHub repositories using AI to extract insights, assess health, provide summaries, and answer questions about codebases. Does NOT include general code analysis tools, dependency management, or GitHub automation/workflow tools.
There are 67 github repository analysis tools tracked. The highest-rated is flamehaven01/AI-SLOP-Detector at 41/100 with 11 stars.
Get all 67 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=github-repository-analysis&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
flamehaven01/AI-SLOP-Detector
Stop shipping AI slop. Detects empty functions, fake documentation, and... |
|
Emerging |
| 2 |
mahsumaktas/treliq
AI-powered PR & Issue Triage for Maintainers & Enterprise Teams |
|
Emerging |
| 3 |
crackedngineer/iLoveGithub
A curated collection of magical tools built around GitHub |
|
Emerging |
| 4 |
mayankmankhand/llm-peer-review
Multi-model AI debate for your entire project lifecycle. Plans, specs,... |
|
Emerging |
| 5 |
craftvscruft/menderbot
AI-powered command line tool for working with legacy code |
|
Emerging |
| 6 |
serhanwbahar/dep-hallucinator
A security scanner to detect AI-generated dependency confusion... |
|
Emerging |
| 7 |
BingyanStudio/github-analyzer
锐评一下你都在 GitHub 写了什么 |
|
Emerging |
| 8 |
lawzlo/xgenie-askcode
AI-powered codebase Q&A - Ask questions about any Git repository in plain language |
|
Emerging |
| 9 |
chenxingqiang/repo-seo
🚀 AI-powered GitHub SEO: Boost repo discoverability with X Algorithm's... |
|
Emerging |
| 10 |
matthew-mcateer/rescuerepo
Project for the Bio X AI Hackathon. All about resurrecting old abandonware... |
|
Experimental |
| 11 |
VulnPlanet/l3x
AI-driven Static Analyzer. Supports Rust and Smart contracts: Solana based... |
|
Experimental |
| 12 |
jmxt3/Git-Scape-Web
Understand Any Repo in seconds. Instantly generate AI-ready code digests,... |
|
Experimental |
| 13 |
sadatt123/repo-digest
📦 Transform any code repository into an AI-ready text bundle, enhancing... |
|
Experimental |
| 14 |
Deekshith-poojary/Automated-Code-Correction
🚀 Automated Code Correction Framework An AI-powered debugging tool that: ✅... |
|
Experimental |
| 15 |
Ifham55/RepoHealth
🔍 Analyze repository health with ReAct AI, offering insights into... |
|
Experimental |
| 16 |
agent-sh/repo-intel
Git history analysis plugin for agentsys - static cached JSON artifact from... |
|
Experimental |
| 17 |
isSerge/github-contribution-tracker
Automation tool to fetch and summarize a GitHub user's contributions to a... |
|
Experimental |
| 18 |
pierotofy/issuewhiz
IssueWhiz automates the triaging of issues in your repositories. It helps... |
|
Experimental |
| 19 |
agamm/llm-upgrade-bot
Dependabot for LLM models — scans code for outdated AI model strings, opens... |
|
Experimental |
| 20 |
yogesh-cmd/git-viewer
🔍 Visualize your git history with ease using git-viewer for clear branch... |
|
Experimental |
| 21 |
agent-sh/git-map
Git history analysis plugin for agentsys - static cached JSON artifact from... |
|
Experimental |
| 22 |
agent-sh/agent-analyzer
Static analysis binary for agent-sh ecosystem - git history, AST mapping, collectors |
|
Experimental |
| 23 |
amitgambhir/blast-radius-analyzer
Blast Radius Analyzer is an open-source AI tool that maps the technical and... |
|
Experimental |
| 24 |
boxdate/ReqPipeline
USDM and Local LLM powered Requirements Engineering Pipeline |
|
Experimental |
| 25 |
autonomys/RepoRanger
A tool for prompt-driven development |
|
Experimental |
| 26 |
Dev-Khant/Analyze-Github-Code
Get the information of a Github Repository using the power of LLM. |
|
Experimental |
| 27 |
Goshenkata/DryScan
A Semantic Code Duplication & Reuse Analyzer |
|
Experimental |
| 28 |
NewNameXD/github-analyzer
Analyze GitHub profiles using AI to deliver clear insights, strengths,... |
|
Experimental |
| 29 |
1573le/slopwatch
Detect slopsquatting attacks by scanning dependencies for AI-hallucinated... |
|
Experimental |
| 30 |
ImsBrosLabs/prompt-for-good
Your unused AI quota, working for open source. Autonomous LLM agent that... |
|
Experimental |
| 31 |
673Matthew/reposherlock
🔍 Analyze GitHub repos to reveal architecture, run commands, security risks,... |
|
Experimental |
| 32 |
datashaman/sparky
AI-powered GitHub issue resolution — Tauri desktop app with multi-provider... |
|
Experimental |
| 33 |
NeaByteLab/AI-PATCH
Unified-diff patch concept for ApplyPatch-style single-file edits. |
|
Experimental |
| 34 |
saikumargudelly/repodar
Real-time GitHub ecosystem radar — tracks trending repos, sustainability... |
|
Experimental |
| 35 |
dhyeydaftary/gitblame-explainer
AI-powered Chrome extension that surfaces Git blame context and Groq LLM... |
|
Experimental |
| 36 |
loftwah/grabitsh
A powerful CLI tool for gathering and summarizing key information from Git... |
|
Experimental |
| 37 |
DevvObiero/GIT-MENTOR
A Github Stats generator that Analyzers stats and guides users on improving... |
|
Experimental |
| 38 |
YuuVerKing/repo-doctor
Automate repository checks and generate missing open-source files to ensure... |
|
Experimental |
| 39 |
JacobPEvans/raycast-smart-issue
Too lazy to write GitHub issues yourself? Let a local AI do it. Raycast... |
|
Experimental |
| 40 |
ThalesMMS/Code-Scanner
Fast Rust/Python/Bash tool that scans code projects and generates a text... |
|
Experimental |
| 41 |
BlacKSnowDot0/AI-Vibe-Check
🤖 A self-updating dashboard for your GitHub profile. Uses AI to analyze... |
|
Experimental |
| 42 |
AK3847/Codebase-Analyzer
A python-script to analyze your GitHub repository via ChatGPT LLM for code... |
|
Experimental |
| 43 |
aquaori/deplens
A precise dependency analysis tool for npm and pnpm projects |
|
Experimental |
| 44 |
sanand0/autoimprove
Automatically improve code |
|
Experimental |
| 45 |
pkill37/explorar.dev
🗺️ 🧭 Explore complex software projects like the Linux Kernel or any... |
|
Experimental |
| 46 |
defilantech/issueparser
LLM-powered GitHub issue theme analyzer. Scan repositories for issues and... |
|
Experimental |
| 47 |
florianibach/github-repo-raw-urls-ui
GitHub Raw URL Explorer is a small web UI that scans a public GitHub... |
|
Experimental |
| 48 |
ludovic/RepoHealth
🏥 AI-Powered GitHub Repository Health Analyzer using LangChain.js and Gemini... |
|
Experimental |
| 49 |
Mehmehamza/TideScope
🌊 Visualize technical debt and streamline open source collaboration by... |
|
Experimental |
| 50 |
agent-sh/deslop
AI slop cleanup with minimal diffs and behavior preservation |
|
Experimental |
| 51 |
agent-sh/drift-detect
Deep repository analysis to realign project plans with actual code reality -... |
|
Experimental |
| 52 |
emanzahrashah/github-self-analysis
AI-powered analysis of personal GitHub repositories using data science... |
|
Experimental |
| 53 |
Mohannad7507/Learn-github-for-free
🚀 Master Git and GitHub for free through a hands-on, real-world simulation... |
|
Experimental |
| 54 |
luisFilipePT/code-scope
✨ AI-powered code analysis. Analyse your code and unlock its potential. |
|
Experimental |
| 55 |
majcer/ai-legacy-analyzer
AI-Assisted Legacy Code Analysis Tool |
|
Experimental |
| 56 |
Rak28/cs544-p1-dockerized-git-analyzer
CS544 P1: Dockerized Git Analyzer — Docker, shell scripting, LLM-powered... |
|
Experimental |
| 57 |
bhaskargurram-ai/github-issues-tool-idea
Common enhancement request across major repos |
|
Experimental |
| 58 |
Susheyyy/GitAnalytics
AI-powered GitHub repository insights and analysis platform |
|
Experimental |
| 59 |
zirkelc/AdaGPT
@AdaGPT: AI support for Issues and Pull Requests right at your fingertips! |
|
Experimental |
| 60 |
isaacphi/slop
For all your slop needs |
|
Experimental |
| 61 |
harrystaley/Github_Repo_Maintanence
Automate the maintenance of your GitHub repositories with tools that assign... |
|
Experimental |
| 62 |
AbhishekRP2002/Github-Automated-Analysis-Tool
A Python-based tool that, when given a GitHub user's URL, returns the most... |
|
Experimental |
| 63 |
Carson-Lam/ParserPro
AI-driven code analyzer and educational tool. |
|
Experimental |
| 64 |
ArnavK-09/github_inquirer
🍢 AI-powered GitHub repository search transformer... |
|
Experimental |
| 65 |
devidda/german-municipality-analyzer
The software is a methodical tool developed for the task of identifying the... |
|
Experimental |
| 66 |
chetanp2002/RepoBot-AI
Repobot AI is a powerful AI-driven web application designed to revolutionize... |
|
Experimental |
| 67 |
kunal-bhadra/git-insight
Get instant GitHub insights with quick stats and AI-powered Smart... |
|
Experimental |