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 59 github repository analysis tools tracked. The highest-rated is mahsumaktas/treliq at 46/100 with 10 stars and 56 monthly downloads.

Get all 59 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	Stars	Language
1	mahsumaktas/treliq AI-powered PR & Issue Triage for Maintainers & Enterprise Teams	46	Emerging	10	TypeScript
2	flamehaven01/AI-SLOP-Detector Stop shipping AI slop. Detects empty functions, fake documentation, and...	45	Emerging	11	Python
3	crackedngineer/iLoveGithub A curated collection of magical tools built around GitHub	43	Emerging	7	TypeScript
4	craftvscruft/menderbot AI-powered command line tool for working with legacy code	41	Emerging	12	Python
5	BingyanStudio/github-analyzer 锐评一下你都在 GitHub 写了什么	40	Emerging	462	TypeScript
6	serhanwbahar/dep-hallucinator A security scanner to detect AI-generated dependency confusion...	37	Emerging	4	Python
7	chenxingqiang/repo-seo 🚀 AI-powered GitHub SEO: Boost repo discoverability with X Algorithm's...	37	Emerging	2	Python
8	mayankmankhand/llm-peer-review Multi-model AI debate for your entire project lifecycle. Plans, specs,...	36	Emerging	4	JavaScript
9	matthew-mcateer/rescuerepo Project for the Bio X AI Hackathon. All about resurrecting old abandonware...	33	Emerging	11	Python
10	VulnPlanet/l3x AI-driven Static Analyzer. Supports Rust and Smart contracts: Solana based...	33	Emerging	93	Rust
11	lawzlo/xgenie-askcode AI-powered codebase Q&A - Ask questions about any Git repository in plain language	32	Emerging	62	TypeScript
12	pierotofy/issuewhiz IssueWhiz automates the triaging of issues in your repositories. It helps...	31	Emerging	10	JavaScript
13	isSerge/github-contribution-tracker Automation tool to fetch and summarize a GitHub user's contributions to a...	31	Emerging	4	TypeScript
14	jmxt3/Git-Scape-Web Understand Any Repo in seconds. Instantly generate AI-ready code digests,...	31	Emerging	25	TypeScript
15	sadatt123/repo-digest 📦 Transform any code repository into an AI-ready text bundle, enhancing...	31	Emerging	3	Python
16	Deekshith-poojary/Automated-Code-Correction 🚀 Automated Code Correction Framework An AI-powered debugging tool that: ✅...	31	Emerging	2	Python
17	Dev-Khant/Analyze-Github-Code Get the information of a Github Repository using the power of LLM.	30	Emerging	54	Python
18	autonomys/RepoRanger A tool for prompt-driven development	30	Emerging	2	TypeScript
19	loftwah/grabitsh A powerful CLI tool for gathering and summarizing key information from Git...	29	Experimental	7	Go
20	DevvObiero/GIT-MENTOR A Github Stats generator that Analyzers stats and guides users on improving...	28	Experimental	12	JavaScript
21	Ifham55/RepoHealth 🔍 Analyze repository health with ReAct AI, offering insights into...	28	Experimental	2	TypeScript
22	AK3847/Codebase-Analyzer A python-script to analyze your GitHub repository via ChatGPT LLM for code...	24	Experimental	5	Python
23	agent-sh/repo-intel Git history analysis plugin for agentsys - static cached JSON artifact from...	24	Experimental	2	JavaScript
24	agamm/llm-upgrade-bot Dependabot for LLM models — scans code for outdated AI model strings, opens...	23	Experimental	2	TypeScript
25	boxdate/ReqPipeline USDM and Local LLM powered Requirements Engineering Pipeline	23	Experimental	1	C#
26	amitgambhir/blast-radius-analyzer Blast Radius Analyzer is an open-source AI tool that maps the technical and...	23	Experimental	1	Python
27	sanand0/autoimprove Automatically improve code	23	Experimental	1	JavaScript
28	yogesh-cmd/git-viewer 🔍 Visualize your git history with ease using git-viewer for clear branch...	22	Experimental	1	TypeScript
29	dhyeydaftary/gitblame-explainer AI-powered Chrome extension that surfaces Git blame context and Groq LLM...	22	Experimental	—	JavaScript
30	NeaByteLab/AI-PATCH Unified-diff patch concept for ApplyPatch-style single-file edits.	22	Experimental	—	—
31	datashaman/sparky AI-powered GitHub issue resolution — Tauri desktop app with multi-provider...	22	Experimental	—	TypeScript
32	JacobPEvans/raycast-smart-issue Too lazy to write GitHub issues yourself? Let a local AI do it. Raycast...	22	Experimental	—	TypeScript
33	YuuVerKing/repo-doctor Automate repository checks and generate missing open-source files to ensure...	22	Experimental	—	Python
34	NewNameXD/github-analyzer Analyze GitHub profiles using AI to deliver clear insights, strengths,...	21	Experimental	—	Go
35	zirkelc/AdaGPT @AdaGPT: AI support for Issues and Pull Requests right at your fingertips!	21	Experimental	13	TypeScript
36	luisFilipePT/code-scope ✨ AI-powered code analysis. Analyse your code and unlock its potential.	21	Experimental	10	TypeScript
37	isaacphi/slop For all your slop needs	20	Experimental	2	Go
38	pkill37/explorar.dev 🗺️ 🧭 Explore complex software projects like the Linux Kernel or any...	19	Experimental	65	TypeScript
39	AbhishekRP2002/Github-Automated-Analysis-Tool A Python-based tool that, when given a GitHub user's URL, returns the most...	18	Experimental	2	Python
40	ArnavK-09/github_inquirer 🍢 AI-powered GitHub repository search transformer...	18	Experimental	2	TypeScript
41	BlacKSnowDot0/AI-Vibe-Check 🤖 A self-updating dashboard for your GitHub profile. Uses AI to analyze...	18	Experimental	3	Python
42	chetanp2002/RepoBot-AI Repobot AI is a powerful AI-driven web application designed to revolutionize...	17	Experimental	1	Jupyter Notebook
43	defilantech/issueparser LLM-powered GitHub issue theme analyzer. Scan repositories for issues and...	17	Experimental	—	Go
44	florianibach/github-repo-raw-urls-ui GitHub Raw URL Explorer is a small web UI that scans a public GitHub...	17	Experimental	—	Go
45	kunal-bhadra/git-insight Get instant GitHub insights with quick stats and AI-powered Smart...	17	Experimental	1	Java
46	Mehmehamza/TideScope 🌊 Visualize technical debt and streamline open source collaboration by...	14	Experimental	—	Python
47	majcer/ai-legacy-analyzer AI-Assisted Legacy Code Analysis Tool	14	Experimental	—	—
48	Rak28/cs544-p1-dockerized-git-analyzer CS544 P1: Dockerized Git Analyzer — Docker, shell scripting, LLM-powered...	14	Experimental	—	—
49	bhaskargurram-ai/github-issues-tool-idea Common enhancement request across major repos	14	Experimental	—	—
50	Susheyyy/GitAnalytics AI-powered GitHub repository insights and analysis platform	14	Experimental	—	JavaScript
51	harrystaley/Github_Repo_Maintanence Automate the maintenance of your GitHub repositories with tools that assign...	13	Experimental	—	Python
52	ludovic/RepoHealth 🏥 AI-Powered GitHub Repository Health Analyzer using LangChain.js and Gemini...	13	Experimental	—	TypeScript
53	emanzahrashah/github-self-analysis AI-powered analysis of personal GitHub repositories using data science...	13	Experimental	—	Jupyter Notebook
54	Carson-Lam/ParserPro AI-driven code analyzer and educational tool.	13	Experimental	—	JavaScript
55	Mohannad7507/Learn-github-for-free 🚀 Master Git and GitHub for free through a hands-on, real-world simulation...	13	Experimental	—	—
56	Divyanshu9822/repo-lens Repo Lens is a powerful tool for seamlessly exploring GitHub repositories....	12	Experimental	8	Python
57	devidda/german-municipality-analyzer The software is a methodical tool developed for the task of identifying the...	12	Experimental	1	Jupyter Notebook
58	abakermi/gitllm A powerful GitHub repository analysis tool that helps you process and...	11	Experimental	4	TypeScript
59	Trevato/issue_completer autonomous agent designed to complete issues in a GitHub repository	10	Experimental	2	Python